| Big_Data/Advanced_NoSQL_for_Data_Science/1_Introduction/Exercise_files.mp4 |
1.2 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/1_Introduction/Welcome.mp4 |
5.5 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/1_Introduction/What_you_should_know.mp4 |
1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/2_1._Why_NoSQL/Advantages_of_NoSQL_databases.mp4 |
5.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/2_1._Why_NoSQL/Performing_data_science_tasks_with_NoSQL.mp4 |
5.9 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/2_1._Why_NoSQL/The_limits_of_relational_databases.mp4 |
8.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/2_1._Why_NoSQL/Types_of_NoSQL_databases.mp4 |
4.8 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/3_2._Perform_Common_Data_Science_Tasks_with_NoSQL_Databases/Applying_models.mp4 |
3.3 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/3_2._Perform_Common_Data_Science_Tasks_with_NoSQL_Databases/Building_models.mp4 |
6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/3_2._Perform_Common_Data_Science_Tasks_with_NoSQL_Databases/Exploring_data.mp4 |
5.7 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/3_2._Perform_Common_Data_Science_Tasks_with_NoSQL_Databases/Preparing_data.mp4 |
6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Data_frames_in_MongoDB.mp4 |
12.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Document_data_models.mp4 |
2.7 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Explore_data_with_document_databases.mp4 |
11.8 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Extract_data_with_document_databases.mp4 |
14.6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Index_data_with_document_databases.mp4 |
5.6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Install_Anaconda.mp4 |
5.9 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Install_MongoDB.mp4 |
10.9 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/JSON_structures.mp4 |
3.4 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Perform_quality_checks.mp4 |
14.9 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Prepare_data_with_document_databases.mp4 |
6.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Tips_for_using_document_databases_for_data_science.mp4 |
3.6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/4_3._Document_Databases_for_Data_Science/Working_with_Jupyter.mp4 |
6.6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Cassandra_and_Spark.mp4 |
3.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Install_Cassandra.mp4 |
6.1 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Install_the_Java_Development_Kit.mp4 |
3.9 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Load_data_into_Cassandra.mp4 |
11.7 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Prepare_data_for_Cassandra.mp4 |
15.7 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Prepare_data_with_wide-column_databases.mp4 |
3.8 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Tips_for_using_wide-column_databases_for_data_science.mp4 |
4 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/5_4._Wide-Column_Databases_for_Data_Science/Wide-column_data_models.mp4 |
4.7 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Explore_data_with_graph_databases.mp4 |
20.5 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Extract_data_with_graph_databases.mp4 |
14.6 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Graph_data_models.mp4 |
3.2 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Install_Neo4j.mp4 |
3.3 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Key_graphi_concepts.mp4 |
3.5 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Prepare_data_with_graph_databases.mp4 |
4.4 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/6_5._Graph_Databases_for_Data_Science/Tips_for_using_graph_databases_for_data_science.mp4 |
3 MB |
| Big_Data/Advanced_NoSQL_for_Data_Science/7_Conclusion/Next_Steps.mp4 |
2.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/1_Introduction/Exercise_files.mp4 |
1.4 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/1_Introduction/Welcome.mp4 |
2.9 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/2_1._SQL_as_a_Tool_for_Data_Science/ANSI_standard_SQL_and_variants.mp4 |
2.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/2_1._SQL_as_a_Tool_for_Data_Science/Relational_databases_in_data_science.mp4 |
8.4 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/2_1._SQL_as_a_Tool_for_Data_Science/SQL_data_definition_features.mp4 |
11.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/2_1._SQL_as_a_Tool_for_Data_Science/SQL_data_manipulation_features.mp4 |
5.3 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/3_2._Basic_Statistics_with_SQL/CREATE_TABLE_and_INSERT_DATA.mp4 |
6.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/3_2._Basic_Statistics_with_SQL/Filtering_and_grouping_data.mp4 |
8.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/3_2._Basic_Statistics_with_SQL/Installing_PostgreSQL.mp4 |
5.6 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/3_2._Basic_Statistics_with_SQL/Statistical_functions.mp4 |
9.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/3_2._Basic_Statistics_with_SQL/The_COUNT_MIN_and_MAX_functions.mp4 |
10.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/4_3._Data_Munging_with_SQL/Extracting_strings_from_character_data.mp4 |
7.7 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/4_3._Data_Munging_with_SQL/Filtering_with_regular_expressions.mp4 |
5.4 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/4_3._Data_Munging_with_SQL/Reformatting_character_data.mp4 |
8.9 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/4_3._Data_Munging_with_SQL/Reformatting_numeric_data.mp4 |
7.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Creating_a_view.mp4 |
5.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/FETCH_FIRST_to_find_top_results.mp4 |
4.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Grouping_and_totaling.mp4 |
4 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Joining_tables.mp4 |
7.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/ROLLUP_and_CUBE_to_create_subtotals.mp4 |
7 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Subqueries_in_FROM_clauses.mp4 |
3.4 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Subqueries_in_SELECT_clauses.mp4 |
5.2 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/5_4._Filtering_Joins_and_Aggregation/Subqueries_in_WHERE_clauses.mp4 |
2.7 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/6_5._Window_Functions_and_Ordered_Data/LAG_and_LEAD.mp4 |
6.1 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/6_5._Window_Functions_and_Ordered_Data/NTILE_functions.mp4 |
4.8 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/6_5._Window_Functions_and_Ordered_Data/Window_functions_-_FIRST_VALUE.mp4 |
6.5 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/6_5._Window_Functions_and_Ordered_Data/Window_functions_-_OVER_PARTITION.mp4 |
6.5 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/6_5._Window_Functions_and_Ordered_Data/Window_functions_-_RANK.mp4 |
2.9 MB |
| Big_Data/Advanced_SQL_for_Data_Scientists/7_6._Preparing_Data_for_Analytics_Tools/Tips_for_using_SQL_for_data_science.mp4 |
5.7 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/0_Introduction/Using_the_exercise_files.mp4 |
1.4 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/0_Introduction/Welcome.mp4 |
18.3 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/0_Introduction/What_you_should_know_before_watching_this_course.mp4 |
710 KB |
| Big_Data/Analyzing_Big_Data_with_Hive/1_1._Hive_Concepts_and_Setup/How_Hive_works.mp4 |
5.9 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/1_1._Hive_Concepts_and_Setup/Setting_up_our_demo_environment.mp4 |
17.2 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/1_1._Hive_Concepts_and_Setup/Why_use_Hive.mp4 |
8.4 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/2_2._Working_with_Data_in_Hive/Creating_tables_in_Hive.mp4 |
12.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/2_2._Working_with_Data_in_Hive/Handling_CSV_files_in_Hive.mp4 |
11.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/2_2._Working_with_Data_in_Hive/Partitioning_tables.mp4 |
12.4 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/2_2._Working_with_Data_in_Hive/Understanding_table_structures_in_Hive.mp4 |
5.5 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/3_3._Retrieving_Data_from_Hive/Retrieving_data_from_complex_structures.mp4 |
14.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/3_3._Retrieving_Data_from_Hive/Simple_SELECT_statement.mp4 |
11.5 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/4_4._Aggregating_Data/Enhanced_aggregations_with_grouping_sets.mp4 |
9.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/4_4._Aggregating_Data/Simple_aggregations.mp4 |
17.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/4_4._Aggregating_Data/Using_CUBE_and_ROLLUP.mp4 |
6.5 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/5_5._Filtering_Results/Filtering_aggregates_with_HAVING_clause.mp4 |
5.8 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/5_5._Filtering_Results/Finding_similar_values_with_LIKE.mp4 |
8.8 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/5_5._Filtering_Results/Simple_filter_with_the_WHERE_clause.mp4 |
8.3 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/6_6._Joining_Tables/Combining_tables_with_JOIN.mp4 |
18.4 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/6_6._Joining_Tables/Joining_multiple_tables_together.mp4 |
6.5 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/6_6._Joining_Tables/When_to_use_SEMI_JOIN.mp4 |
12.5 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/7_7._Manipulating_Data/Conditional_functions.mp4 |
13.2 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/7_7._Manipulating_Data/Date_functions.mp4 |
13.6 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/7_7._Manipulating_Data/Math_functions.mp4 |
7.9 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/7_7._Manipulating_Data/String_functions.mp4 |
12.9 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/7_7._Manipulating_Data/Types_of_data_manipulation_functions.mp4 |
8.2 MB |
| Big_Data/Analyzing_Big_Data_with_Hive/8_Conclusion/Next_steps.mp4 |
15.1 MB |
| Big_Data/Apache_Spark_Essential_Training/0_Introduction/Using_the_exercise_files.mp4 |
1.1 MB |
| Big_Data/Apache_Spark_Essential_Training/0_Introduction/Welcome.mp4 |
21.8 MB |
| Big_Data/Apache_Spark_Essential_Training/0_Introduction/What_you_should_know_before_watching_this_course.mp4 |
1 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Introduction_to_notebooks_and_PySpark.mp4 |
14.5 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Origins_of_Spark.mp4 |
4.5 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Overview_of_Databricks.mp4 |
13 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Overview_of_Spark_components.mp4 |
10 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Understanding_Spark.mp4 |
6.5 MB |
| Big_Data/Apache_Spark_Essential_Training/1_1._Introducing_Apache_Spark/Where_Spark_shines.mp4 |
4.8 MB |
| Big_Data/Apache_Spark_Essential_Training/2_2._Analyzing_Data_in_Spark/Exploring_data_in_DataFrames.mp4 |
14.8 MB |
| Big_Data/Apache_Spark_Essential_Training/2_2._Analyzing_Data_in_Spark/Loading_CSV_data_into_DataFrames.mp4 |
10.1 MB |
| Big_Data/Apache_Spark_Essential_Training/2_2._Analyzing_Data_in_Spark/Saving_your_results.mp4 |
6.5 MB |
| Big_Data/Apache_Spark_Essential_Training/2_2._Analyzing_Data_in_Spark/Understanding_data_interfaces.mp4 |
6 MB |
| Big_Data/Apache_Spark_Essential_Training/2_2._Analyzing_Data_in_Spark/Working_with_text_files.mp4 |
22.9 MB |
| Big_Data/Apache_Spark_Essential_Training/3_3._Using_Spark_SQL_to_Analyze_Data/Creating_tables.mp4 |
11.5 MB |
| Big_Data/Apache_Spark_Essential_Training/3_3._Using_Spark_SQL_to_Analyze_Data/Querying_data_with_Spark_SQL.mp4 |
12 MB |
| Big_Data/Apache_Spark_Essential_Training/3_3._Using_Spark_SQL_to_Analyze_Data/Visualizing_data_in_Databricks_notebooks.mp4 |
19.7 MB |
| Big_Data/Apache_Spark_Essential_Training/4_4._Running_Machine_Learning_Algorithms_Using_MLlib/Building_a_linear_regression_model.mp4 |
6.7 MB |
| Big_Data/Apache_Spark_Essential_Training/4_4._Running_Machine_Learning_Algorithms_Using_MLlib/Evaluating_a_linear_regression_model.mp4 |
4.7 MB |
| Big_Data/Apache_Spark_Essential_Training/4_4._Running_Machine_Learning_Algorithms_Using_MLlib/Introduction_to_machine_learning_with_Spark.mp4 |
8.6 MB |
| Big_Data/Apache_Spark_Essential_Training/4_4._Running_Machine_Learning_Algorithms_Using_MLlib/Preparing_data_for_machine_learning.mp4 |
15.1 MB |
| Big_Data/Apache_Spark_Essential_Training/4_4._Running_Machine_Learning_Algorithms_Using_MLlib/Visualizing_a_linear_regression_model.mp4 |
9.8 MB |
| Big_Data/Apache_Spark_Essential_Training/5_5._Real-Time_Data_Analysis_with_Spark_Streaming/Introduction_to_streaming_analytics.mp4 |
4.4 MB |
| Big_Data/Apache_Spark_Essential_Training/5_5._Real-Time_Data_Analysis_with_Spark_Streaming/Querying_streaming_data.mp4 |
15.3 MB |
| Big_Data/Apache_Spark_Essential_Training/5_5._Real-Time_Data_Analysis_with_Spark_Streaming/Streaming_context_setup.mp4 |
17.1 MB |
| Big_Data/Apache_Spark_Essential_Training/6_6._Connecting_BI_Tools_to_Spark/Connecting_Jupyter_notebooks_to_Spark.mp4 |
7.8 MB |
| Big_Data/Apache_Spark_Essential_Training/6_6._Connecting_BI_Tools_to_Spark/Other_connection_options.mp4 |
1.7 MB |
| Big_Data/Apache_Spark_Essential_Training/6_6._Connecting_BI_Tools_to_Spark/Setting_up_spark_locally.mp4 |
6.2 MB |
| Big_Data/Apache_Spark_Essential_Training/7_Conclusion/Next_steps.mp4 |
18.2 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/1_Introduction/Using_the_exercise_files.mp4 |
1.6 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/1_Introduction/Welcome.mp4 |
5.8 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/1_Introduction/What_you_should_know.mp4 |
2.9 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/2_1._The_Basics/Basics_of_economic_analysis.mp4 |
3.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/2_1._The_Basics/Economic_forecasting_methods.mp4 |
8.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/2_1._The_Basics/Predicting_values_with_regressions.mp4 |
9.5 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/2_1._The_Basics/Regression_analysis_in_economics.mp4 |
11.3 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/2_1._The_Basics/Sources_of_economic_data.mp4 |
16 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/3_2._Economic_Cycles/Analyzing_results.mp4 |
19.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/3_2._Economic_Cycles/Serial_correlation_in_data.mp4 |
18.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/3_2._Economic_Cycles/Trend_analysis_in_forecasting.mp4 |
22.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/4_3._Forecast_Economic_Trends/Advanced_regression_applications.mp4 |
21.2 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/4_3._Forecast_Economic_Trends/Binary_regressions.mp4 |
3.6 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/4_3._Forecast_Economic_Trends/Difference_in_differences_analysis.mp4 |
8.7 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/4_3._Forecast_Economic_Trends/Fixed_effects_regressions.mp4 |
7.4 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/5_4._Use_Economic_Forecasts/Forecast_accuracy.mp4 |
33.4 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/5_4._Use_Economic_Forecasts/Scenario_analysis.mp4 |
21.4 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/5_4._Use_Economic_Forecasts/Understanding_economic_output.mp4 |
47.8 MB |
| Big_Data/Applied_Economic_Forecasting_with_Big_Data/6_Conclusion/Next_steps.mp4 |
3.8 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/1_Introduction/Using_the_exercise_files.mp4 |
804 KB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/1_Introduction/Welcome.mp4 |
5.6 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/2_1._Tableau_Dashboards/Best_practices_for_dashboards.mp4 |
6.5 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/2_1._Tableau_Dashboards/Process_and_workflow_for_design.mp4 |
12.3 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/2_1._Tableau_Dashboards/Sketching_the_design.mp4 |
5.6 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/2_1._Tableau_Dashboards/Why_Tableau.mp4 |
8 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Analyzing_data_to_determine_the_dashboard_design.mp4 |
15.9 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Applying_design_requirements.mp4 |
2.7 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Creating_sets.mp4 |
6.4 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Creating_visuals.mp4 |
8.5 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Cross-data_joins.mp4 |
10.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Data_quality_check.mp4 |
19.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Reference_lines.mp4 |
10.1 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Tableau_data_format.mp4 |
15.7 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Using_Tableau_clusters_to_make_groups.mp4 |
6.3 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Using_calculated_fields.mp4 |
6.9 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/3_2._Worksheet_Design/Using_level_of_detail_LOD_variables_in_calculations.mp4 |
27.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Creating_cross-data-source_filters.mp4 |
18.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Dashboard_cleanup_using_visual_grouping.mp4 |
35.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Dashboard_hierarchy.mp4 |
12.4 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Dashboard_objects.mp4 |
12.6 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Story_vs._tabs.mp4 |
7.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/4_3._Dashboard_Design/Visual_grouping.mp4 |
8.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/5_4._Designing_Interactivity/Changing_chart_measures_using_parameters.mp4 |
19.1 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/5_4._Designing_Interactivity/Changing_chart_types_using_parameters.mp4 |
26.4 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/5_4._Designing_Interactivity/Dashboard_actions.mp4 |
12.2 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/5_4._Designing_Interactivity/Mobile_device_management.mp4 |
16.8 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/6_5._Keeping_Your_Dashboard_Up_to_Date/Iterations_and_improvements.mp4 |
12.8 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/6_5._Keeping_Your_Dashboard_Up_to_Date/Reverse_engineer_templates.mp4 |
11.6 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/6_5._Keeping_Your_Dashboard_Up_to_Date/Tableau_dashboard_publication.mp4 |
3.8 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/6_5._Keeping_Your_Dashboard_Up_to_Date/Viz_of_the_week.mp4 |
5.1 MB |
| Big_Data/Creating_Interactive_Dashboards_in_Tableau_10/7_Conclusion/Next_steps.mp4 |
2.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/1_Introduction/Assessing_your_current_skills.mp4 |
2.1 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/1_Introduction/Introduction.mp4 |
4.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/1_Introduction/What_is_Crossfilter.mp4 |
8.8 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/2_1._Preparing_to_Use_Crossfilter.js/Downloading_Crossfilter.js.mp4 |
9.8 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/2_1._Preparing_to_Use_Crossfilter.js/Logging_dummy_data_to_the_console.mp4 |
8.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/2_1._Preparing_to_Use_Crossfilter.js/Recalling_HTML_basics.mp4 |
9.7 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/2_1._Preparing_to_Use_Crossfilter.js/Seeing_cross-filtered_data_with_print_filter.js.mp4 |
8.3 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/3_2._Using_Dimensions_in_Crossfilter/Advanced_dimensions.mp4 |
14.7 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/3_2._Using_Dimensions_in_Crossfilter/Creating_a_dimension.mp4 |
25.3 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/3_2._Using_Dimensions_in_Crossfilter/Cross-filtering_our_data.mp4 |
18 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/3_2._Using_Dimensions_in_Crossfilter/Why_dimensions_are_expensive.mp4 |
3.8 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/4_3._Groups/Calculating_from_data_points_with_reduceSum.mp4 |
7 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/4_3._Groups/Counting_rows_with_reduceCount.mp4 |
10.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/4_3._Groups/Grouping_your_data_with_group.mp4 |
23.9 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/4_3._Groups/Making_sense_of_reduce.mp4 |
29.4 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/4_3._Groups/Using_groupAll_on_a_dimension.mp4 |
7.8 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/5_4._Filters/Clearing_and_obeying_filters.mp4 |
12 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/5_4._Filters/Filtering_and_statefulness.mp4 |
30.9 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/5_4._Filters/Filtering_by_function.mp4 |
15.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/5_4._Filters/Filtering_by_range.mp4 |
20.3 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/5_4._Filters/Removing_records_matching_filters.mp4 |
8.2 MB |
| Big_Data/Crossfilter_for_Data_Science_Essential_Training/6_Conclusion/Next_steps.mp4 |
823 KB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/1_Introduction/Assessing_your_current_skills.mp4 |
13 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/1_Introduction/Finding_a_code_editor.mp4 |
2.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/1_Introduction/Welcome.mp4 |
7.7 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/1_Introduction/What_is_DC.mp4 |
8.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/2_1._Preparing_to_Code_in_DC/Checking_the_DOM.mp4 |
5.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/2_1._Preparing_to_Code_in_DC/Downloading_dc.js_with_its_dependencies.mp4 |
16 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/2_1._Preparing_to_Code_in_DC/Recalling_webpage_basics_-_HTML_CSS_and_SVG.mp4 |
60.7 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/2_1._Preparing_to_Code_in_DC/Seeing_your_data_with_console.log_and_print_filter.mp4 |
18 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/2_1._Preparing_to_Code_in_DC/Setting_up_dummy_data.mp4 |
9.2 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Exploring_SVG_with_a_pie_chart.mp4 |
47.8 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Making_a_bar_chart.mp4 |
37.3 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Making_a_bubble_chart.mp4 |
48.2 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Making_a_data_table_with_bootstrap.mp4 |
64 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Making_a_scatter_plot.mp4 |
32.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Making_a_stack_area_chart_with_legend.mp4 |
14.1 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Modifying_our_bar_chart.mp4 |
55.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Understanding_common_attributes.mp4 |
16.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/3_2._Individual_Charts/Working_with_dates_to_make_a_line_or_area_chart.mp4 |
64.1 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Combining_chart_types_with_composite.mp4 |
31.8 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Getting_creative_with_dataGrid.mp4 |
44.7 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Importing_CSV_data_for_a_boxplot.mp4 |
41.7 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Making_a_map_choropleth.mp4 |
85.8 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Making_a_series_chart.mp4 |
36.2 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/4_3._Making_Advanced_Charts/Making_a_stacked_bar_chart.mp4 |
48.3 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Adding_finishing_touches_with_dc.dataCount_and_Reset_All.mp4 |
43.5 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Adding_finishing_touches_with_filterPrinter_numberDisplay.mp4 |
47 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Complementing_DC_with_D3.mp4 |
42.9 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Filtering_with_a_range_chart.mp4 |
19.4 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Filtering_with_brush.mp4 |
22.8 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Filtering_with_brush_in_two_dimensions.mp4 |
24.2 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Linking_two_charts_together.mp4 |
40.2 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/5_4._Building_a_Dashboard/Understanding_graphical_filtering.mp4 |
81.6 MB |
| Big_Data/DC.js_for_Data_Science_Essential_Training/6_Conclusion/Goodbye.mp4 |
1.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/1_Introduction/Welcome.mp4 |
27.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/1_Introduction/What_you_should_know.mp4 |
13.9 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/2_1._Network_Security_Review/Firewalls.mp4 |
4.1 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/2_1._Network_Security_Review/Intrusion_detection_and_prevention_systems.mp4 |
5.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/2_1._Network_Security_Review/Network_security.mp4 |
12.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/2_1._Network_Security_Review/VPNs.mp4 |
3.8 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/2_1._Network_Security_Review/Vulnerability_management_systems_and_security_information_and_event_management_SIEM.mp4 |
5.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Application_data.mp4 |
3.3 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Firewall_logs.mp4 |
3.2 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/IDS_and_IPS_data.mp4 |
3.7 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Operating_system_OS_data.mp4 |
3.4 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Packet_Capture.mp4 |
3.7 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Use_network_data_to_improve_security.mp4 |
8.5 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/3_2._Network_Data_Sources/Vulnerability_management_system_and_SIEM_data.mp4 |
4.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Collect_IDS_and_IPS_data.mp4 |
2.7 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Collect_OS_data.mp4 |
2.9 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Collect_application_data.mp4 |
5.3 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Collect_packet_sniffer_data.mp4 |
6.5 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Collect_vulnerability_management_system_and_SIEM_data.mp4 |
4 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/4_3._Data_Collection/Use_log_servers_to_collect_data.mp4 |
27.7 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/5_4._Data_Analytics/Azure_machine_learning_service.mp4 |
4.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/5_4._Data_Analytics/Detect_network_anomalies_using_the_Azure_machine_learning_service.mp4 |
7.3 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/5_4._Data_Analytics/Machine_learning_to_detect_a_network_anomaly.mp4 |
5.5 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/5_4._Data_Analytics/Machine_learning_to_process_network_data.mp4 |
8.7 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/6_5._Forensics/Network_forensics.mp4 |
12.1 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/6_5._Forensics/Use_data_science_to_conduct_a_network_forensics_investigation.mp4 |
5.9 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/7_6._Visualization/Learn_by_example.mp4 |
4.1 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/7_6._Visualization/Network_security_visualization.mp4 |
11.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/7_6._Visualization/Use_data_visualization_tools.mp4 |
4.4 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/7_6._Visualization/Visualization_steps.mp4 |
4.1 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/7_6._Visualization/Visualization_targets.mp4 |
5.6 MB |
| Big_Data/Data-Driven_Network_Security_Essentials/8_Conclusion/Next_steps.mp4 |
10.8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/0_Introduction/Exercise_files.mp4 |
1.2 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/0_Introduction/Welcome.mp4 |
10.8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/0_Introduction/What_you_should_know_before_watching_this_course.mp4 |
747 KB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/1_1._Problems_Raised_by_Massive_Amounts_of_Data/Observation_overkill.mp4 |
7.7 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/1_1._Problems_Raised_by_Massive_Amounts_of_Data/Rationale_for_PCA.mp4 |
6.6 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/1_1._Problems_Raised_by_Massive_Amounts_of_Data/Rationale_for_clustering.mp4 |
8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/2_2._An_Overview_of_Principal_Components_Analysis/Rotating_factors.mp4 |
9.9 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/2_2._An_Overview_of_Principal_Components_Analysis/Using_Excel_to_extract_principal_components.mp4 |
11.5 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/2_2._An_Overview_of_Principal_Components_Analysis/Using_R_to_extract_principal_components.mp4 |
10.7 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/ANOVA_and_MANOVA_reviewed.mp4 |
6.8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/Causation_and_probability.mp4 |
5.9 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/Multivariate_nature_of_clustering.mp4 |
8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/Setting_up_confusion_tables_in_Excel.mp4 |
8.3 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/Using_Excel_for_cluster_analysis.mp4 |
11 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/3_3._An_Overview_of_Cluster_Analysis/Using_R_for_cluster_analysis.mp4 |
12.3 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/4_4._Putting_It_Together_-_Using_Cluster_Anaysis_and_Factor_Analysis_in_Concert/Clusters_and_factors.mp4 |
11.8 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/4_4._Putting_It_Together_-_Using_Cluster_Anaysis_and_Factor_Analysis_in_Concert/Pivot_table_analysis.mp4 |
7.3 MB |
| Big_Data/Data_Reduction_Techniques_Using_Excel_and_R_-_Business_Analytics_Deep_Dive/5_Conclusion/Next_steps.mp4 |
1.5 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/0_Introduction/Using_the_exercise_files.mp4 |
1.3 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/0_Introduction/Welcome.mp4 |
18.2 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/0_Introduction/What_you_should_know_before_watching_this_course.mp4 |
671 KB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/1_1._Ecosystem_Overview/Components_of_a_good_data_pipeline.mp4 |
4.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/1_1._Ecosystem_Overview/Data_science_system_overview.mp4 |
4.9 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/1_1._Ecosystem_Overview/Environment_setup.mp4 |
13.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/1_1._Ecosystem_Overview/Star_schema_design_overview.mp4 |
4.7 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/1_1._Ecosystem_Overview/Where_does_data_engineering_fit.mp4 |
2.2 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/2_2._Staging_Data/Data_quality_testing.mp4 |
15.3 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/2_2._Staging_Data/Loading_and_profiling_data.mp4 |
12.7 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/3_3._Cleansing_Data/Adding_data_types.mp4 |
9.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/3_3._Cleansing_Data/Handling_missing_values.mp4 |
7.8 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/3_3._Cleansing_Data/Verifying_addresses.mp4 |
10.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/4_4._Conforming_Data/Handling_inferred_members.mp4 |
1.8 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/4_4._Conforming_Data/Performing_master_data_lookups.mp4 |
7.8 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/5_5._Delivering_Analytical_Data_Sets/Creating_views.mp4 |
9.5 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/5_5._Delivering_Analytical_Data_Sets/Loading_dimension_tables.mp4 |
2.7 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/5_5._Delivering_Analytical_Data_Sets/Loading_fact_tables.mp4 |
4.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/5_5._Delivering_Analytical_Data_Sets/Loading_the_star_schema.mp4 |
1.4 MB |
| Big_Data/Data_Science_Foundations_-_Data_Engineering/6_Conclusion/Next_steps.mp4 |
17.4 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/1_Introduction/Exercise_files.mp4 |
2.6 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/1_Introduction/Welcome.mp4 |
21.5 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/1_Introduction/What_you_should_know.mp4 |
837 KB |
| Big_Data/Data_Visualization_Tips_and_Tricks/2_1._The_Rules_of_Effective_Data_Visualization/What_kind_of_visualization_should_you_make.mp4 |
7.1 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/2_1._The_Rules_of_Effective_Data_Visualization/Why_visualize_data.mp4 |
52.7 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Bar_charts_across_categories.mp4 |
5 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Gantt_charts_and_time_difference.mp4 |
9.3 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Highlight_tables_and_heat_maps.mp4 |
12.3 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Line_charts_over_time.mp4 |
9.5 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Optimize_dashboard_layout_with_small_multiples.mp4 |
7.3 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Slope_charts_for_change_between_dates.mp4 |
6.2 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Spark_lines_for_important_events.mp4 |
9.9 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Tree_maps_for_long-tail_data.mp4 |
9.7 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/3_2._Comparing_Data_Sets/Visualize_comparisons_in_data.mp4 |
81.1 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/4_3._Data_Relationships/Compare_multiple_variables_within_scatter_plots.mp4 |
10.4 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/4_3._Data_Relationships/Visualize_relationships_in_data.mp4 |
50 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/5_4._Distributions_with_Your_Dataset/Box_plots_for_multiple_dimensions.mp4 |
12.5 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/5_4._Distributions_with_Your_Dataset/Histograms_for_a_single_measure.mp4 |
9.8 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/5_4._Distributions_with_Your_Dataset/Visualize_data_distributions.mp4 |
43.5 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/6_5._Compositions_of_Data/100%_stacked_bars.mp4 |
9.9 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/6_5._Compositions_of_Data/Improve_the_use_of_pie_charts.mp4 |
11.3 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/6_5._Compositions_of_Data/Stacked_bar_charts.mp4 |
8.9 MB |
| Big_Data/Data_Visualization_Tips_and_Tricks/6_5._Compositions_of_Data/Visualize_data_composition.mp4 |
31.3 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/1_Introduction/How_to_use_the_exercise_files.mp4 |
1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/1_Introduction/Introduction_to_the_course.mp4 |
2.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/1_Introduction/Welcome.mp4 |
7.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/1_Introduction/What_you_should_know.mp4 |
855 KB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/BRFSS_resources.mp4 |
8.3 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Choosing_R_for_a_BRFSS_analysis_-_More_considerations.mp4 |
9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Choosing_R_for_a_BRFSS_analysis_-_Some_considerations.mp4 |
5.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Cross-sectional_analysis_in_the_BRFSS.mp4 |
6.8 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Ethical_use_of_BRFSS_data.mp4 |
12.6 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Installing_R.mp4 |
3.7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Installing_necessary_packages.mp4 |
9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Installing_the_foreign_package.mp4 |
7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Introduction_to_the_BRFSS.mp4 |
5 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/More_on_the_BRFSS.mp4 |
4.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/Navigating_in_R.mp4 |
6.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/US_risk_factors.mp4 |
14 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/2_1._What_Is_the_BRFSS/What_is_a_descriptive_BRFSS_analysis.mp4 |
15.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Adding_to_the_data_dictionary.mp4 |
13.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Designing_confounders_-_Age_and_smoking.mp4 |
10.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Designing_confounders_-_Other_demographics.mp4 |
10.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Designing_confounders_-_Other_variables_used_in_analysis.mp4 |
11.3 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/How_to_set_up_a_data_dictionary.mp4 |
6.7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Making_a_web_of_causation.mp4 |
15.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Understanding_confounders.mp4 |
7.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/3_2._Designing_Your_Metadata/Uses_of_a_data_dictionary.mp4 |
8.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Applying_the_first_exclusion.mp4 |
11.7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Applying_the_rest_of_the_exclusions.mp4 |
10.6 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Generating_exposure.mp4 |
10.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Generating_outcome_variables.mp4 |
6.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Keeping_native_variables.mp4 |
11.7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Making_a_data_reduction_diagram.mp4 |
7.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Naming_conventions.mp4 |
9.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Operations_in_code.mp4 |
6.8 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/4_3._Reading_in_Data_and_Applying_Exclusions/Reading_in_BRFSS_XPT_data.mp4 |
15.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/Finalizing_the_analytic_data_set.mp4 |
14.9 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/Generating_the_age_variables.mp4 |
8.6 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/Generating_the_smoking_variables.mp4 |
13.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/Reviewing_categorical_variable_distribution.mp4 |
12.6 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/Reviewing_continuous_variable_distribution.mp4 |
13.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/5_4._Preparing_for_Descriptive_Analysis/What_is_Table_1.mp4 |
10.5 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Adding_overall_frequencies_to_categorical_Table_1.mp4 |
10.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Adding_overall_frequencies_to_continuous_Table_1.mp4 |
7.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Completing_categorical_Table_1.mp4 |
19 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Completing_continuous_Table_1.mp4 |
15.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Making_a_frequency_macro.mp4 |
8.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Preparing_categorical_Table_1_shell.mp4 |
15.3 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/6_5._Conducting_Descriptive_Analysis/Preparing_continuous_Table_1_shell.mp4 |
5.1 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Adding_categorical_bivariate_tests_to_Table_1.mp4 |
19.3 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Adding_continuous_bivariate_tests_to_Table_1.mp4 |
20.2 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Conducting_a_descriptive_weighted_analysis.mp4 |
18.8 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Introduction_to_ANOVA_and_linear_regression_code.mp4 |
5.5 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Three_truths_about_using_weights.mp4 |
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| Big_Data/Descriptive_Healthcare_Analytics_in_R/7_6._Descriptive_Analysis_-_Weights_and_Tests/Why_conduct_bivariate_tests.mp4 |
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| Big_Data/Descriptive_Healthcare_Analytics_in_R/8_Conclusion/Next_steps_in_the_BRFSS_analysis.mp4 |
10.7 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/8_Conclusion/Review_of_the_metadata.mp4 |
11.4 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/8_Conclusion/Review_of_the_process.mp4 |
6.5 MB |
| Big_Data/Descriptive_Healthcare_Analytics_in_R/8_Conclusion/Uses_of_metadata.mp4 |
9.1 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/1_Introduction/Install_the_sample_database.mp4 |
7.9 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/1_Introduction/Using_the_exercise_files.mp4 |
1.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/1_Introduction/Welcome.mp4 |
6.3 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/1_Introduction/What_you_should_know.mp4 |
824 KB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/2_1._Data_Table_Fundamentals/Calculate_table_columns.mp4 |
14.3 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/2_1._Data_Table_Fundamentals/Create_and_alter_tables.mp4 |
15.5 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/2_1._Data_Table_Fundamentals/Data_types.mp4 |
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| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/2_1._Data_Table_Fundamentals/Implement_table_schemas.mp4 |
14.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/2_1._Data_Table_Fundamentals/Table_design_in_SQL_Server.mp4 |
7.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Compress_data_tables.mp4 |
11.8 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Create_temporary_tables.mp4 |
10.5 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Data_compression_fundamentals.mp4 |
6.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Go_back_in_time_with_temporal_tables.mp4 |
10.8 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Partition_large_data_tables.mp4 |
19.3 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Understand_column_collation.mp4 |
14.6 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/3_2._Implement_Advanced_Table_Features/Use_table_variables.mp4 |
10.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/4_3._Work_with_Database_Views/Create_a_view_of_the_data.mp4 |
20.7 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/4_3._Work_with_Database_Views/Enhance_view_performance.mp4 |
15 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/4_3._Work_with_Database_Views/What_are_views.mp4 |
3.4 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/5_4._Ensure_Data_Integrity_through_Constraints/Enforce_referential_integrity.mp4 |
3.6 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/5_4._Ensure_Data_Integrity_through_Constraints/Implement_domain_integrity.mp4 |
4.4 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/5_4._Ensure_Data_Integrity_through_Constraints/Understand_data_integrity.mp4 |
3.1 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/5_4._Ensure_Data_Integrity_through_Constraints/Use_DML_triggers_to_verify_data.mp4 |
10.9 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/6_5._Create_Secure_User_Accounts/Add_a_user_to_a_role_with_T-SQL.mp4 |
11.7 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/6_5._Create_Secure_User_Accounts/Create_loginless_and_contained_users.mp4 |
12.2 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/6_5._Create_Secure_User_Accounts/Define_user_roles_and_permissions.mp4 |
5.9 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/6_5._Create_Secure_User_Accounts/Implement_schema_security.mp4 |
10.1 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Add_GUID_data_to_a_table.mp4 |
8.7 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Implement_FILESTREAM_access.mp4 |
14.7 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Implement_the_XML_data_type.mp4 |
12.3 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Implicit_and_explicit_data_conversions.mp4 |
14 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Store_BLOB_data_in_a_table.mp4 |
6.9 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/7_6._Implement_Data_Types/Store_spatial_data.mp4 |
12.1 MB |
| Big_Data/Developing_Microsoft_SQL_Server_2016_Databases/8_7._Create_Stored_Procedures/Introduction_to_stored_procedures.mp4 |
4.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/10_9._Hadoop_Streaming/Apache_Kafka.mp4 |
2.2 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/10_9._Hadoop_Streaming/Apache_Storm.mp4 |
2.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/10_9._Hadoop_Streaming/Kafka_architecture.mp4 |
1.7 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/10_9._Hadoop_Streaming/Pub_Sub_on_GCP.mp4 |
10.1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/10_9._Hadoop_Streaming/Storm_architecture.mp4 |
2.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Combine_Hadoop_libraries_and_more.mp4 |
9.9 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Review_batch_architecture_for_ETL.mp4 |
3.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Spark_Streaming_architecture_for_IoT.mp4 |
11.1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Spark_Streaming_architecture_for_dynamic_prediction.mp4 |
5.9 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Spark_architecture_for_genomics.mp4 |
2.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/11_10._Modern_Hadoop_Architectures/Spark_architecture_for_interactive_analytics.mp4 |
9 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/12_Conclusion/Next_steps.mp4 |
1.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/1_Introduction/Using_the_exercise_files.mp4 |
2 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/1_Introduction/Welcome.mp4 |
5.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/1_Introduction/What_you_should_know.mp4 |
717 KB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Apache_and_commerical_Hadoop_distributions.mp4 |
2.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Databricks_on_AWS.mp4 |
6.1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/File_system_used_with_Hadoop.mp4 |
3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Hadoop_libraries.mp4 |
1.9 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Hadoop_on_Google_Cloud_Platform.mp4 |
10.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Modern_Hadoop.mp4 |
2.9 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/2_1._Hadoop_Core_Fundamentals/Run_Hadoop_job_on_GCP.mp4 |
4.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/3_2._Setting_Up_a_Hadoop_Dev_Environment/Add_Hadoop_libraries_to_your_test_environment.mp4 |
6.7 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/3_2._Setting_Up_a_Hadoop_Dev_Environment/Load_data_into_tables.mp4 |
5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/3_2._Setting_Up_a_Hadoop_Dev_Environment/Set_up_IDE_-_VS_Code_+_Python_extension.mp4 |
4.2 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/3_2._Setting_Up_a_Hadoop_Dev_Environment/Sign_up_for_Databricks_community_edition.mp4 |
9.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/3_2._Setting_Up_a_Hadoop_Dev_Environment/Your_first_cluster_on_Databricks_Community_Edition.mp4 |
6.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/4_3._Hadoop_Batch_Processing/Compare_YARN_vs._Standalone.mp4 |
2.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/4_3._Hadoop_Batch_Processing/Prerequisite_understanding.mp4 |
2 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/4_3._Hadoop_Batch_Processing/Processing_options.mp4 |
1.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/4_3._Hadoop_Batch_Processing/Resource_coordinators.mp4 |
2.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/5_4._Fast_Hadoop_Options/Apache_Spark_basics.mp4 |
2.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/5_4._Fast_Hadoop_Options/Big_data_streaming.mp4 |
3.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/5_4._Fast_Hadoop_Options/Fast_Hadoop_use_cases.mp4 |
4.1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/5_4._Fast_Hadoop_Options/Spark_use_cases.mp4 |
1.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/5_4._Fast_Hadoop_Options/Streaming_options.mp4 |
1.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/6_5._Spark_Basics/Apache_Spark_libraries.mp4 |
5.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/6_5._Spark_Basics/Select_your_programming_language.mp4 |
2.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/6_5._Spark_Basics/Spark_data_interfaces.mp4 |
1.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/6_5._Spark_Basics/Spark_session_objects.mp4 |
1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/6_5._Spark_Basics/Spark_shell.mp4 |
5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Caching_and_the_DAG.mp4 |
21.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Calculate_pi_on_Spark.mp4 |
20.5 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Import_and_export_notebooks.mp4 |
7.1 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Import_data.mp4 |
7.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Run_wordcount_of_Spark_with_Scala.mp4 |
12.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Tour_the_DataBricks_Environment.mp4 |
12.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Tour_the_notebook.mp4 |
13.7 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Transformations_and_actions.mp4 |
14.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/7_6._Using_Spark/Understand_wordcount_on_Spark_with_Python.mp4 |
3.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Advanced_machine_learning_on_Spark.mp4 |
2.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/MXNet_or_TensorFlow.mp4 |
9.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/SparkR.mp4 |
18 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_ML_-_Building_the_model.mp4 |
12.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_ML_-_Evaluating_the_model.mp4 |
11.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_ML_-_Preparing_data.mp4 |
14.2 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_SQL.mp4 |
28.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_with_ADAM_for_genomics.mp4 |
5.3 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/8_7._Spark_Libraries/Spark_with_GraphX.mp4 |
7.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/9_8._Spark_Streaming/Advanced_Spark_streaming_with_MLeap.mp4 |
1.8 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/9_8._Spark_Streaming/Re-examine_streaming_pipelines.mp4 |
3.4 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/9_8._Spark_Streaming/Spark_streaming.mp4 |
15.6 MB |
| Big_Data/Extending_Hadoop_for_Data_Science_-_Streaming_Spark_Storm_and_Kafka/9_8._Spark_Streaming/Streaming_ingest_services.mp4 |
1.1 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/1_Introduction/Exercise_files.mp4 |
1.2 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/1_Introduction/Welcome.mp4 |
6.1 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/1_Introduction/What_you_should_know.mp4 |
3.4 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/2_1._The_Basics/Basics_of_financial_regression_analysis.mp4 |
11.3 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/2_1._The_Basics/Business_intelligence_and_company_financials.mp4 |
12.7 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/2_1._The_Basics/Conventional_financial_forecasting.mp4 |
8.6 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/2_1._The_Basics/Predict_values_with_regression_analysis.mp4 |
9.5 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/2_1._The_Basics/What_is_big_data.mp4 |
8.9 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/3_2._Forecasting_in_Finance/Clean_financial_data.mp4 |
16.5 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/3_2._Forecasting_in_Finance/Decide_on_a_finance_question.mp4 |
6.8 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/3_2._Forecasting_in_Finance/Gather_financial_data.mp4 |
20.8 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/4_3._Performing_Forecasting/Applied_forecasting_with_data.mp4 |
24.8 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/4_3._Performing_Forecasting/Financial_forecasting_applications.mp4 |
7.5 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/4_3._Performing_Forecasting/Regressions_for_forecasting.mp4 |
5.4 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/4_3._Performing_Forecasting/Use_Excel_for_regressions.mp4 |
12.1 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/5_4._Interpreting_Forecast_Results/Confidence_intervals_around_the_result.mp4 |
23.3 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/5_4._Interpreting_Forecast_Results/Perform_stress_testing.mp4 |
11.7 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/5_4._Interpreting_Forecast_Results/What_do_the_results_mean.mp4 |
20.7 MB |
| Big_Data/Financial_Forecasting_with_Big_Data/6_Conclusion/Wrap_up.mp4 |
3.8 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/0_Introduction/Environment_setup.mp4 |
15.4 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/0_Introduction/Exercise_files.mp4 |
1.5 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/0_Introduction/Welcome.mp4 |
3.7 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/0_Introduction/What_you_should_know.mp4 |
1.6 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/1_1._Working_with_Files/Move_files_in_HDFS.mp4 |
8.7 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/1_1._Working_with_Files/Organize_files_in_HDFS.mp4 |
14.9 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/1_1._Working_with_Files/Remove_files_in_HDFS.mp4 |
9 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/1_1._Working_with_Files/Upload_files_to_HDFS.mp4 |
13.4 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/2_2._Connecting_to_Hadoop/Access_Hive_from_Python.mp4 |
14.7 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/2_2._Connecting_to_Hadoop/Create_aggregates_in_Hive.mp4 |
22 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/2_2._Connecting_to_Hadoop/Explore_Hive_through_Beeline.mp4 |
9.5 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/2_2._Connecting_to_Hadoop/Select_partitions_in_Hive.mp4 |
18.1 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/3_3._Complex_Data_Structures_in_Hive/Arrays_in_Hive.mp4 |
10.2 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/3_3._Complex_Data_Structures_in_Hive/Create_flat_tables_for_Impala.mp4 |
11.8 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/3_3._Complex_Data_Structures_in_Hive/Deconstruct_Impala_queries.mp4 |
18.5 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/3_3._Complex_Data_Structures_in_Hive/Map_data_in_Hive.mp4 |
8.1 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/3_3._Complex_Data_Structures_in_Hive/Structs_in_Hive.mp4 |
20.1 MB |
| Big_Data/Hadoop_for_Data_Science_Tips_Tricks_Techniques/4_Conclusion/Next_steps.mp4 |
2.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/1_Introduction/Introduction_to_the_course.mp4 |
2.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/1_Introduction/Using_the_exercise_files.mp4 |
1.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/1_Introduction/Welcome_to_the_course.mp4 |
6.4 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/1_Introduction/What_you_should_know.mp4 |
1.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Dealing_with_scientific_plausibility.mp4 |
11.2 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Installing_necessary_packages.mp4 |
10.3 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Reviewing_existing_literature_for_ideas.mp4 |
12.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Scientific_method_review.mp4 |
11.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Selecting_a_linear_regression_hypothesis.mp4 |
13.3 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Selecting_a_logistic_regression_hypothesis.mp4 |
17.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/2_1._Designing_Your_Research/Using_a_cross-sectional_approach.mp4 |
11.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Categorization_and_transformation.mp4 |
11.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Indexes.mp4 |
14.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Interpreting_diagnostic_plots.mp4 |
5.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Plots_for_checking_assumptions_in_linear_regression.mp4 |
10.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Preparing_to_report_results.mp4 |
4.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Quartiles.mp4 |
6.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Ranking.mp4 |
8.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/3_2._Preparing_for_Linear_Regression/Regression_review.mp4 |
7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/4_3._Beginning_Linear_Regression_Modeling/Choices_of_modeling_approaches.mp4 |
9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/4_3._Beginning_Linear_Regression_Modeling/Linear_regression_output.mp4 |
10.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/4_3._Beginning_Linear_Regression_Modeling/Model_metadata.mp4 |
7.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/4_3._Beginning_Linear_Regression_Modeling/Models_1_and_2.mp4 |
7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/4_3._Beginning_Linear_Regression_Modeling/Overview_of_modeling_process.mp4 |
8.8 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Beginning_Model_3.mp4 |
13.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Defending_the_final_model.mp4 |
7.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Finalizing_Model_3.mp4 |
11.8 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Fishing_and_interaction.mp4 |
9.8 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Looking_at_the_final_model.mp4 |
14.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Making_a_working_Model_3.mp4 |
16.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Other_strategies_for_improving_model_fit.mp4 |
5.9 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/5_4._Final_Linear_Regression_Modeling/Presenting_the_final_model.mp4 |
17.2 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Analogies_to_linear_regression_process.mp4 |
8.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Basic_logistic_code.mp4 |
6.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Forward_stepwise_regression_-_First_two_rounds.mp4 |
7.2 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Forward_stepwise_regression_-_Round_3.mp4 |
11.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Odds_ratio_interpretation.mp4 |
10.2 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/6_5._Preparing_for_Logistic_Regression/Parameter_estimates_in_logistic_regression.mp4 |
7.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Adding_odds_ratios_to_models.mp4 |
12 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Forward_stepwise_-_Round_2.mp4 |
13.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Forward_stepwise_-_Round_3.mp4 |
18.5 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/How_to_compare_nested_models.mp4 |
16.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Interpreting_the_final_model.mp4 |
11.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Model_3_presentation.mp4 |
13.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Model_metadata.mp4 |
12.3 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Models_1_and_2_presentation.mp4 |
15 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Running_Model_1.mp4 |
10.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/Using_AIC_to_assess_model_fit.mp4 |
7.6 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/7_6._Developing_the_Logistic_Regression_Model/When_to_compare_nested_models.mp4 |
7.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/8_Conclusion/Next_steps.mp4 |
4.1 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/8_Conclusion/Review_of_metadata.mp4 |
8.7 MB |
| Big_Data/Healthcare_Analytics_-_Regression_in_R/8_Conclusion/Review_of_the_process.mp4 |
6.2 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/0_Introduction/Using_the_exercise_files.mp4 |
1.9 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/0_Introduction/Welcome.mp4 |
5.9 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/0_Introduction/What_you_should_know.mp4 |
579 KB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/1_1._Introducing_R_and_Tableau/Where_R_rules.mp4 |
7.9 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/1_1._Introducing_R_and_Tableau/Where_Tableau_shines.mp4 |
9.7 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/1_1._Introducing_R_and_Tableau/Why_integrate_R_and_Tableau.mp4 |
4.3 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/2_2._Connecting_Tableau_to_R/Install_R_and_RServe.mp4 |
6 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/2_2._Connecting_Tableau_to_R/Install_Tableau.mp4 |
4.6 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/2_2._Connecting_Tableau_to_R/Run_RServe_and_connecting_Tableau.mp4 |
2.7 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/3_3._Basic_Scripting_in_R/Basic_scripting_in_R.mp4 |
8.8 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/4_4._Basic_Calculations_in_Tableau/Basic_calculations_in_Tableau.mp4 |
12.1 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/4_4._Basic_Calculations_in_Tableau/Import_data_to_Tableau.mp4 |
10.5 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/4_4._Basic_Calculations_in_Tableau/Table_calculation_overview.mp4 |
11.1 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/4_4._Basic_Calculations_in_Tableau/Tableau_desktop_overview.mp4 |
5 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/5_5._Examples/Clustering.mp4 |
7.1 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/5_5._Examples/Geocode_addresses.mp4 |
10.2 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/5_5._Examples/Linear_regression.mp4 |
8.1 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/5_5._Examples/Outlier_detection.mp4 |
8.9 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/6_6._Sharing_Your_Insights_on_Tableau_Server/Edit_calculations_on_server.mp4 |
8.1 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/6_6._Sharing_Your_Insights_on_Tableau_Server/Publish_your_work.mp4 |
7.3 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/6_6._Sharing_Your_Insights_on_Tableau_Server/Set_up_R_on_Tableau_Server.mp4 |
9 MB |
| Big_Data/Integrating_Tableau_and_R_for_Data_Science/7_Conclusion/Next_steps.mp4 |
3.6 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/0_Introduction/Using_the_exercise_files.mp4 |
2.6 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/0_Introduction/Welcome.mp4 |
9.3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/0_Introduction/What_you_should_know.mp4 |
526 KB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/10_Conclusion/Next_steps.mp4 |
2.8 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/1_1._Getting_Started_with_Java/Downloading_software.mp4 |
7.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/1_1._Getting_Started_with_Java/Installing_software.mp4 |
18.3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/1_1._Getting_Started_with_Java/JVM_languages.mp4 |
3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/1_1._Getting_Started_with_Java/Java_data_science_and_IMQAV.mp4 |
2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/2_2._Test-Driven_Development/Code_coverage.mp4 |
3.6 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/2_2._Test-Driven_Development/Introduction_to_testing.mp4 |
4.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/2_2._Test-Driven_Development/Mock_tests.mp4 |
3.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/2_2._Test-Driven_Development/Types_of_tests.mp4 |
12.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Code_execution.mp4 |
3.4 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Debugging.mp4 |
5.4 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Editor_basics.mp4 |
14.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Projects.mp4 |
13.7 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Refactoring.mp4 |
8.2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/3_3._IntelliJ_IDEA/Windows_views_and_modes.mp4 |
14.1 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Annotations.mp4 |
5.1 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Casting.mp4 |
10.2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Classes_and_attributes.mp4 |
13.6 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Classes_and_constructors.mp4 |
7.3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Classes_and_methods.mp4 |
10 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Enumerations.mp4 |
15.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Exception_handling.mp4 |
9.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Generics.mp4 |
4.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Object-oriented_principles.mp4 |
2.7 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Primitives.mp4 |
2.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Program_flow_control.mp4 |
28.7 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/4_4._Object-Oriented_Java/Strings.mp4 |
12.1 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/5_5._Libraries/Install_and_use_libraries.mp4 |
14.3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/5_5._Libraries/StringUtils.mp4 |
5.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/5_5._Libraries/gson.mp4 |
7.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Introduction_to_regular_expressions.mp4 |
2.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Literals.mp4 |
12.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Metacharacters_and_representations.mp4 |
14.6 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Predefined_character_classes.mp4 |
3.4 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Regex_boundaries_and_anchors.mp4 |
4.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Regex_examples.mp4 |
5.1 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/6_6._Regular_Expressions_Regex/Regex_quantifiers.mp4 |
7.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/7_7._Reflection/Introduction_to_reflection.mp4 |
3.3 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/7_7._Reflection/Introspect_annotations.mp4 |
5.7 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/7_7._Reflection/Introspect_constructors.mp4 |
9.9 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/7_7._Reflection/Introspect_fields.mp4 |
7.7 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/7_7._Reflection/Introspect_methods.mp4 |
8.1 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/8_8._Design_Patterns/Decorator_patterns.mp4 |
9.4 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/8_8._Design_Patterns/Introduction_to_design_patterns.mp4 |
4.4 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/8_8._Design_Patterns/Singleton_patterns.mp4 |
6.2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/8_8._Design_Patterns/Visitor_patterns.mp4 |
7.2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/9_9._Applying_Data_Science/Adjacency_matrix.mp4 |
15.8 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/9_9._Applying_Data_Science/Building_magic_cubes.mp4 |
16.5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/9_9._Applying_Data_Science/Introduction_to_magic_squares.mp4 |
3.2 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/9_9._Applying_Data_Science/Magic_characteristics.mp4 |
5 MB |
| Big_Data/Java_for_Data_Scientists_Essential_Training/9_9._Applying_Data_Science/Magic_squares_algorithm.mp4 |
7.1 MB |
| Big_Data/Kafka_Essential_Training/0_Introduction/Exercise_files.mp4 |
1.5 MB |
| Big_Data/Kafka_Essential_Training/0_Introduction/Welcome.mp4 |
3.4 MB |
| Big_Data/Kafka_Essential_Training/0_Introduction/What_you_should_know.mp4 |
1.8 MB |
| Big_Data/Kafka_Essential_Training/1_1._Why_Use_Kafka/ETL_is_dead._Long_live_streams..mp4 |
5.3 MB |
| Big_Data/Kafka_Essential_Training/1_1._Why_Use_Kafka/Efficiency_and_implication.mp4 |
12.9 MB |
| Big_Data/Kafka_Essential_Training/1_1._Why_Use_Kafka/What_is_the_log.mp4 |
9.1 MB |
| Big_Data/Kafka_Essential_Training/1_1._Why_Use_Kafka/Who_is_using_Kafka_and_how.mp4 |
19.7 MB |
| Big_Data/Kafka_Essential_Training/2_2._Core_Concepts/Architecture.mp4 |
5 MB |
| Big_Data/Kafka_Essential_Training/2_2._Core_Concepts/Consumers.mp4 |
10.5 MB |
| Big_Data/Kafka_Essential_Training/2_2._Core_Concepts/Producers.mp4 |
9.8 MB |
| Big_Data/Kafka_Essential_Training/2_2._Core_Concepts/Topics_and_brokers.mp4 |
6.6 MB |
| Big_Data/Kafka_Essential_Training/3_3._Workflows/Audit_in_Kafka.mp4 |
5.7 MB |
| Big_Data/Kafka_Essential_Training/3_3._Workflows/Hardware_specs.mp4 |
5.8 MB |
| Big_Data/Kafka_Essential_Training/3_3._Workflows/Monitor_in_Kafka.mp4 |
4.3 MB |
| Big_Data/Kafka_Essential_Training/3_3._Workflows/Typical_operational_tasks.mp4 |
10.5 MB |
| Big_Data/Kafka_Essential_Training/4_4._Installing_and_Testing_Kafka_Locally/Create_topics.mp4 |
5 MB |
| Big_Data/Kafka_Essential_Training/4_4._Installing_and_Testing_Kafka_Locally/Kafka_local_installation.mp4 |
8.4 MB |
| Big_Data/Kafka_Essential_Training/4_4._Installing_and_Testing_Kafka_Locally/Send_and_receive_messages.mp4 |
6.9 MB |
| Big_Data/Kafka_Essential_Training/5_5._Real-World_Examples/Import_and_export_data.mp4 |
11.2 MB |
| Big_Data/Kafka_Essential_Training/5_5._Real-World_Examples/Set_up_a_multibroker_cluster.mp4 |
17.7 MB |
| Big_Data/Kafka_Essential_Training/5_5._Real-World_Examples/Stream_data_processing.mp4 |
8.8 MB |
| Big_Data/Kafka_Essential_Training/5_5._Real-World_Examples/Test_fault-tolerance.mp4 |
12.2 MB |
| Big_Data/Kafka_Essential_Training/6_6._Distributions_and_Packaging/Confluent.mp4 |
11.6 MB |
| Big_Data/Kafka_Essential_Training/6_6._Distributions_and_Packaging/Major_vendor_options.mp4 |
11.9 MB |
| Big_Data/Kafka_Essential_Training/7_Conclusion/Next_steps.mp4 |
3 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/1_Introduction/Welcome.mp4 |
28.9 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/2_1._Apply_Critical_Thinking/Focus_on_reasoning.mp4 |
23.3 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/2_1._Apply_Critical_Thinking/Harness_the_power_of_questions.mp4 |
26.6 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/2_1._Apply_Critical_Thinking/Pan_for_gold.mp4 |
24.3 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/2_1._Apply_Critical_Thinking/Test_your_reasoning.mp4 |
22.6 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/3_2._Encourage_Questions/Create_question_trees.mp4 |
22.4 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/3_2._Encourage_Questions/Find_new_questions.mp4 |
27.3 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/3_2._Encourage_Questions/Identify_question_types.mp4 |
17.1 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/3_2._Encourage_Questions/Organize_your_questions.mp4 |
23.2 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/3_2._Encourage_Questions/Run_question_meetings.mp4 |
24.6 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Challenge_evidence.mp4 |
28.2 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Clarify_key_terms.mp4 |
31.4 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Find_errors.mp4 |
21.5 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Highlight_missing_data.mp4 |
27 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Root_out_assumptions.mp4 |
25.8 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/See_other_causes.mp4 |
32.2 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/4_3._Challenge_the_Team/Uncover_misleading_statistics.mp4 |
33.1 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/5_4._Avoid_Obstacles/Overcome_question_bias.mp4 |
35.4 MB |
| Big_Data/Learning_Data_Science_-_Ask_Great_Questions/6_Conclusion/Next_steps.mp4 |
10 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/1_Introduction/Welcome.mp4 |
29.4 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/2_1._Round_Out_Your_Talent/Data-driven_culture.mp4 |
21.7 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/2_1._Round_Out_Your_Talent/Data_scientists_in_perspective.mp4 |
26 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/2_1._Round_Out_Your_Talent/Value_in_different_skills.mp4 |
26.1 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/3_2._Form_the_Team/Ask_good_questions_with_a_research_lead.mp4 |
27.5 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/3_2._Form_the_Team/Define_team_roles.mp4 |
20.9 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/3_2._Form_the_Team/Find_wisdom_in_groups.mp4 |
26.1 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/3_2._Form_the_Team/Present_data_with_a_data_analyst.mp4 |
15.6 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/3_2._Form_the_Team/Stay_on_track_with_a_project_manager.mp4 |
17.9 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/4_3._Start_the_Work/Create_a_cycle_of_insight.mp4 |
22.5 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/4_3._Start_the_Work/Define_areas_of_responsibility.mp4 |
20.6 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/4_3._Start_the_Work/Democratize_data.mp4 |
19.3 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/4_3._Start_the_Work/Present_beautiful_reports.mp4 |
27.8 MB |
| Big_Data/Learning_Data_Science_-_Manage_Your_Team/5_4._Think_like_a_Team/Avoid_reporting_without_reasoning.mp4 |
30.9 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/1_Introduction/Welcome.mp4 |
31 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/2_1._Understand_Stories/Define_a_story.mp4 |
25.4 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/2_1._Understand_Stories/Spin_a_yarn.mp4 |
25.6 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/2_1._Understand_Stories/Weave_a_story_together.mp4 |
31.3 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/3_2._Include_Key_Story_Elements/Introduce_the_plot.mp4 |
22.4 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/3_2._Include_Key_Story_Elements/Present_conflict.mp4 |
20.8 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/3_2._Include_Key_Story_Elements/Story_structure.mp4 |
27.1 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/4_3._Engage_the_Audience/Believe_what_you_say.mp4 |
25.2 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/4_3._Engage_the_Audience/Define_details.mp4 |
28.4 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/4_3._Engage_the_Audience/Know_your_audience.mp4 |
20.6 MB |
| Big_Data/Learning_Data_Science_-_Tell_Stories_With_Data/4_3._Engage_the_Audience/Reporting_isn_t_telling.mp4 |
21.3 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/1_Introduction/Welcome.mp4 |
30.7 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/2_1._What_Is_Data_Science/Define_a_multidisciplinary_practice_with_multiple_meanings.mp4 |
27.8 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/2_1._What_Is_Data_Science/Uncover_insights_and_create_knowledge.mp4 |
27.3 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/2_1._What_Is_Data_Science/Use_statistics_and_software.mp4 |
25.5 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/3_2._Working_with_Databases/Address_big_data_problems.mp4 |
26.5 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/3_2._Working_with_Databases/Get_data_into_warehouses_using_ETL.mp4 |
26.5 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/3_2._Working_with_Databases/Let_go_of_the_past_with_NoSQL.mp4 |
27.7 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/3_2._Working_with_Databases/Make_connections_with_relational_databases.mp4 |
19.7 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/4_3._Recognizing_Different_Data_Types/Collect_unstructured_data.mp4 |
30.5 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/4_3._Recognizing_Different_Data_Types/Keep_things_simple_with_structured_data.mp4 |
33.1 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/4_3._Recognizing_Different_Data_Types/Share_semistructured_data.mp4 |
24.6 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/4_3._Recognizing_Different_Data_Types/Sift_through_big_garbage.mp4 |
24.3 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/5_4._Applying_Statistical_Analysis/Comb_techniques_for_predictive_analytics.mp4 |
32.7 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/5_4._Applying_Statistical_Analysis/Find_a_correlation.mp4 |
27.4 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/5_4._Applying_Statistical_Analysis/See_how_correlation_does_not_imply_causation.mp4 |
29.2 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/5_4._Applying_Statistical_Analysis/Start_out_with_descriptive_statistics.mp4 |
32.2 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/5_4._Applying_Statistical_Analysis/Understand_probability.mp4 |
28.8 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/6_5._Avoiding_Pitfalls/Focus_on_knowledge.mp4 |
33.3 MB |
| Big_Data/Learning_Data_Science_-_Understanding_the_Basics/7_Conclusion/Next_steps.mp4 |
18.5 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/1_Introduction/Welcome.mp4 |
26.9 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/2_1._Define_Data_Science_Success/Compare_project_challenges.mp4 |
27.1 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/2_1._Define_Data_Science_Success/Review_a_typical_project.mp4 |
23.2 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/2_1._Define_Data_Science_Success/Set_success_criteria.mp4 |
24.1 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/2_1._Define_Data_Science_Success/Work_on_a_data_science_project.mp4 |
26.2 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/3_2._Use_a_Data_Science_Lifecycle_DSLC/Iterate_through_DSLC_sprints.mp4 |
21.5 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/3_2._Use_a_Data_Science_Lifecycle_DSLC/Loop_through_questions.mp4 |
27.6 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/3_2._Use_a_Data_Science_Lifecycle_DSLC/See_how_to_use_a_DSLC.mp4 |
26.7 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/3_2._Use_a_Data_Science_Lifecycle_DSLC/Use_a_DSLC.mp4 |
29.1 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/4_3._Work_in_Sprints/Break_down_your_work.mp4 |
27.2 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/4_3._Work_in_Sprints/Create_a_question_board.mp4 |
29.5 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/4_3._Work_in_Sprints/Focus_on_just_a_few_meetings.mp4 |
19.4 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/4_3._Work_in_Sprints/Tell_an_interesting_story.mp4 |
24.9 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/5_4._Evolve_Greater_Knowledge/Add_to_organizational_knowledge.mp4 |
33.1 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/5_4._Evolve_Greater_Knowledge/Rely_on_serendipity.mp4 |
32.1 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/5_4._Evolve_Greater_Knowledge/Work_without_objectives.mp4 |
31.8 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/6_5._Avoid_Pitfalls/Ignore_business_value.mp4 |
30.7 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/6_5._Avoid_Pitfalls/Work_without_exploring.mp4 |
28.3 MB |
| Big_Data/Learning_Data_Science_-_Using_Agile_Methodology/7_Conclusion/Next_steps.mp4 |
20 MB |
| Big_Data/Learning_Oracle_Database_12c/10_9._Manage_System-Related_Tablespaces/Manage_REDO_logs.mp4 |
8.2 MB |
| Big_Data/Learning_Oracle_Database_12c/10_9._Manage_System-Related_Tablespaces/Manage_TEMP_tablespaces.mp4 |
5.8 MB |
| Big_Data/Learning_Oracle_Database_12c/10_9._Manage_System-Related_Tablespaces/Manage_the_UNDO_tablespace.mp4 |
5.8 MB |
| Big_Data/Learning_Oracle_Database_12c/11_10._Database_Monitoring/ADDM_ASH_AWR.mp4 |
11.2 MB |
| Big_Data/Learning_Oracle_Database_12c/11_10._Database_Monitoring/Alert_log.mp4 |
6.4 MB |
| Big_Data/Learning_Oracle_Database_12c/11_10._Database_Monitoring/Monitor_memory_usage.mp4 |
4.2 MB |
| Big_Data/Learning_Oracle_Database_12c/12_Conclusion/Next_steps.mp4 |
1.9 MB |
| Big_Data/Learning_Oracle_Database_12c/1_Introduction/Using_the_exercise_files.mp4 |
411 KB |
| Big_Data/Learning_Oracle_Database_12c/1_Introduction/Welcome.mp4 |
4 MB |
| Big_Data/Learning_Oracle_Database_12c/1_Introduction/What_you_should_know.mp4 |
936 KB |
| Big_Data/Learning_Oracle_Database_12c/2_1._Design_Methodology_and_Tools/Database_types_and_data_modeling_methodologies.mp4 |
12.6 MB |
| Big_Data/Learning_Oracle_Database_12c/2_1._Design_Methodology_and_Tools/Logical_database_modeling.mp4 |
11.6 MB |
| Big_Data/Learning_Oracle_Database_12c/2_1._Design_Methodology_and_Tools/Query_and_development_tools.mp4 |
17.4 MB |
| Big_Data/Learning_Oracle_Database_12c/3_2._SQL_Query_Basics/Be_more_SELECTive_-_WHERE_do_you_use_the_WHERE_clause.mp4 |
14.5 MB |
| Big_Data/Learning_Oracle_Database_12c/3_2._SQL_Query_Basics/SELECT_statements_-_Capabilities_and_columns.mp4 |
9.2 MB |
| Big_Data/Learning_Oracle_Database_12c/3_2._SQL_Query_Basics/Transformations_done_with_SELECT_statements.mp4 |
10.5 MB |
| Big_Data/Learning_Oracle_Database_12c/4_3._Advanced_Data_Manipulation/Aggregate_group_functions.mp4 |
8.3 MB |
| Big_Data/Learning_Oracle_Database_12c/4_3._Advanced_Data_Manipulation/Join_tables.mp4 |
16.5 MB |
| Big_Data/Learning_Oracle_Database_12c/4_3._Advanced_Data_Manipulation/Single-row_functions.mp4 |
26.4 MB |
| Big_Data/Learning_Oracle_Database_12c/4_3._Advanced_Data_Manipulation/Sort_and_group_data.mp4 |
12.3 MB |
| Big_Data/Learning_Oracle_Database_12c/4_3._Advanced_Data_Manipulation/Using_the_set_operators.mp4 |
15.7 MB |
| Big_Data/Learning_Oracle_Database_12c/5_4._Modify_and_Create_Database_Object/Data_definition_language_DDL.mp4 |
17.2 MB |
| Big_Data/Learning_Oracle_Database_12c/5_4._Modify_and_Create_Database_Object/Data_manipulation_language_DML_-_Explained.mp4 |
16.1 MB |
| Big_Data/Learning_Oracle_Database_12c/5_4._Modify_and_Create_Database_Object/Data_manipulation_language_DML_-_In_action.mp4 |
10.3 MB |
| Big_Data/Learning_Oracle_Database_12c/6_5._Database_Architecture/Memory.mp4 |
9.6 MB |
| Big_Data/Learning_Oracle_Database_12c/6_5._Database_Architecture/Processes.mp4 |
9.4 MB |
| Big_Data/Learning_Oracle_Database_12c/6_5._Database_Architecture/Storage.mp4 |
7.7 MB |
| Big_Data/Learning_Oracle_Database_12c/7_6._DBA_Configuration_Tools/Dynamic_Performance_Views_V.mp4 |
4.8 MB |
| Big_Data/Learning_Oracle_Database_12c/7_6._DBA_Configuration_Tools/Network_naming_methods.mp4 |
8.5 MB |
| Big_Data/Learning_Oracle_Database_12c/7_6._DBA_Configuration_Tools/Startup_and_shutdown.mp4 |
8.4 MB |
| Big_Data/Learning_Oracle_Database_12c/8_7._Manage_Tablespaces_and_Disk_Space/Disk_space_management_-_Explained.mp4 |
13.3 MB |
| Big_Data/Learning_Oracle_Database_12c/8_7._Manage_Tablespaces_and_Disk_Space/Disk_space_management_-_In_action.mp4 |
4.7 MB |
| Big_Data/Learning_Oracle_Database_12c/8_7._Manage_Tablespaces_and_Disk_Space/Manage_tablespaces_-_Explained.mp4 |
9.3 MB |
| Big_Data/Learning_Oracle_Database_12c/8_7._Manage_Tablespaces_and_Disk_Space/Manage_tablespaces_-_In_action.mp4 |
9.1 MB |
| Big_Data/Learning_Oracle_Database_12c/9_8._Table_Compression/Table_compression_methodologies_-_Explained.mp4 |
10.8 MB |
| Big_Data/Learning_Oracle_Database_12c/9_8._Table_Compression/Table_compression_methodologies_-_In_action.mp4 |
6.3 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/1_Introduction/Exercise_files.mp4 |
1.2 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/1_Introduction/Welcome.mp4 |
4.4 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/1_Introduction/What_you_should_know.mp4 |
1.2 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/2_1._Python_for_Data_Science_Overview/Configure_your_system.mp4 |
22.3 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/2_1._Python_for_Data_Science_Overview/Lab_logistics.mp4 |
4.5 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/2_1._Python_for_Data_Science_Overview/What_Python_to_use.mp4 |
11.3 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/3_2._Exploring_Data_in_Python/NumPy_and_SciPy_introduction.mp4 |
14.4 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/3_2._Exploring_Data_in_Python/Quick_Python_review.mp4 |
14 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/3_2._Exploring_Data_in_Python/pandas_Introduction.mp4 |
12.5 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/3_2._Exploring_Data_in_Python/pandas_demonstrations.mp4 |
15.2 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/4_3._Making_Predictions/Build_a_classifier.mp4 |
11.1 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/4_3._Making_Predictions/Cluster_data.mp4 |
13.6 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/4_3._Making_Predictions/Scikit-learn_I=introduction.mp4 |
16.8 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/5_4._Big_Data_and_PySpark/Begin_with_Spark.mp4 |
17.7 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/5_4._Big_Data_and_PySpark/Big_data_PySpark_intro.mp4 |
14 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/5_4._Big_Data_and_PySpark/Introduction_to_MLlib.mp4 |
17.8 MB |
| Big_Data/Learning_Python_for_Data_Science_with_Tim_Fox_and_Elephant_Scale/6_Conclusion/Next_steps.mp4 |
1.6 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/1_Introduction/Exercise_files.mp4 |
2.3 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/1_Introduction/Welcome.mp4 |
10 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/1_Introduction/What_you_should_know.mp4 |
1.2 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/2_1._Ordinary_Regression_and_Nominal_Outcome_Variables/Forecast_-_Too_high_or_too_low.mp4 |
10.6 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/2_1._Ordinary_Regression_and_Nominal_Outcome_Variables/Manage_different_slopes.mp4 |
7.8 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/2_1._Ordinary_Regression_and_Nominal_Outcome_Variables/Recognize_abnormal_distribution.mp4 |
11.9 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/2_1._Ordinary_Regression_and_Nominal_Outcome_Variables/The_normality_assumption.mp4 |
12.8 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/3_2._Solutions_to_Problems_with_Ordinary_Regression/Logs_-_exponents_bases_sum_of_logs_and_the_log_of_products.mp4 |
8 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/3_2._Solutions_to_Problems_with_Ordinary_Regression/Predict_the_log_of_the_odds_the_logit.mp4 |
12.3 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/3_2._Solutions_to_Problems_with_Ordinary_Regression/Use_of_log_odds_to_limit_the_probabilities_on_the_downside.mp4 |
8 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/3_2._Solutions_to_Problems_with_Ordinary_Regression/Use_of_odds_instead_of_probabilities.mp4 |
6.3 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/3_2._Solutions_to_Problems_with_Ordinary_Regression/Use_of_odds_to_limit_the_probabilities_on_the_upside.mp4 |
3.2 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/4_3._Running_a_Logistic_Regression_in_Excel/Establish_the_log_likelihood_and_run_Solver.mp4 |
18.4 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/4_3._Running_a_Logistic_Regression_in_Excel/Interpret_-2LL_or_deviance.mp4 |
13.6 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/4_3._Running_a_Logistic_Regression_in_Excel/Set_up_the_logit_column_the_antilog_column_and_the_probability_column.mp4 |
7.9 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/4_3._Running_a_Logistic_Regression_in_Excel/Set_up_the_worksheet_-_Original_data_and_logistic_regression_coefficients.mp4 |
12.5 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/5_4._Running_a_Binomial_Logistic_Regression_in_R/Establish_the_data_frame_with_XLGetRange.mp4 |
9.9 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/5_4._Running_a_Binomial_Logistic_Regression_in_R/Install_the_mlogit_package.mp4 |
12.7 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/5_4._Running_a_Binomial_Logistic_Regression_in_R/The_mlogit_function_syntax.mp4 |
24.3 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/5_4._Running_a_Binomial_Logistic_Regression_in_R/Use_of_glm_instead_of_mlogit.mp4 |
8.2 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/6_5._Running_a_Multinomial_Logistic_Regression_in_R/Deal_with_problems_introduced_by_three_or_more_possible_outcomes.mp4 |
5.2 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/6_5._Running_a_Multinomial_Logistic_Regression_in_R/Identify_long_versus_wide_data_frames.mp4 |
16.4 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/6_5._Running_a_Multinomial_Logistic_Regression_in_R/The_special_mlogit_syntax.mp4 |
20.6 MB |
| Big_Data/Logistic_Regression_in_R_and_Excel/7_Conclusion/Next_steps.mp4 |
1.8 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/1_Introduction/Using_the_exercise_files.mp4 |
3.2 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/1_Introduction/Welcome.mp4 |
5.2 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/1_Introduction/What_you_should_know.mp4 |
1.7 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/How_QUEST_handles_missing_data.mp4 |
8.8 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/How_QUEST_handles_nominal_variables.mp4 |
14.1 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/How_QUEST_handles_ordinal_and_continuous_variables.mp4 |
8.4 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/Overview.mp4 |
2.9 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/Pruning_in_QUEST.mp4 |
8.2 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/2_1._Understanding_QUEST/Stopping_rules_in_QUEST.mp4 |
4.7 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/How_C5.0_handles_missing_data.mp4 |
5 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/ID3_and_C4.5.mp4 |
4.9 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/Pruning_in_C5.0.mp4 |
22.6 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/Rule_sets.mp4 |
6.8 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/Understanding_information_gain.mp4 |
8.2 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/3_2._Understanding_C5.0/Winnowing_attributes.mp4 |
11 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/Costs_and_priors.mp4 |
13.9 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/Ensembles.mp4 |
13.4 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/Random_forests.mp4 |
8.4 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/Using_bagging_for_feature_selection.mp4 |
8.7 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/What_is_bagging.mp4 |
14.9 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/4_3._Advanced_Topics/What_is_boosting.mp4 |
11 MB |
| Big_Data/Machine_Learning_-_Advanced_Decision_Trees/5_Conclusion/Next_steps.mp4 |
1.9 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/1_Introduction/Using_the_exercise_files.mp4 |
2.9 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/1_Introduction/Welcome.mp4 |
13.9 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/1_Introduction/What_you_should_know.mp4 |
3.8 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/2_1._Decision_Trees_in_IBM_SPSS_Modeler/Adding_a_second_model_with_C_RT.mp4 |
6.4 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/2_1._Decision_Trees_in_IBM_SPSS_Modeler/Analysis_nodes.mp4 |
8.3 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/2_1._Decision_Trees_in_IBM_SPSS_Modeler/Building_a_quick_CHAID_model.mp4 |
9.7 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/2_1._Decision_Trees_in_IBM_SPSS_Modeler/Decision_tree_options_in_SPSS_Modeler.mp4 |
6.3 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/2_1._Decision_Trees_in_IBM_SPSS_Modeler/Lift_and_gains_chart.mp4 |
10 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/A_quick_look_at_the_complete_CHAID_tree.mp4 |
15.8 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/Bonferonni_adjustment.mp4 |
9.6 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/Buliding_a_tree_interactively.mp4 |
8.3 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/Chi-squared_overview.mp4 |
7.5 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/How_CHAID_handles_continuous_variables.mp4 |
4.1 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/How_CHAID_handles_nominal_variables.mp4 |
2.7 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/How_CHAID_handles_ordinal_variables.mp4 |
2.3 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/What_is_an_algorithm.mp4 |
4.5 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/3_2._Understanding_CHAID/What_is_level_of_measurement.mp4 |
7.1 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/A_quick_look_at_the_complete_C_RT_tree.mp4 |
7.2 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/How_C_RT_handles_missing_data.mp4 |
7.5 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/How_C_RT_handles_nominal_ordinal_and_continuous_variables.mp4 |
4 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/How_does_C_RT_weigh_purity_and_balance.mp4 |
3.8 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/Understanding_pruning.mp4 |
7.8 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/4_3._Understanding_C_RT/What_is_the_Gini_coefficient.mp4 |
4.8 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/5_4._Improving_Your_Model/Exhaustive_CHAID.mp4 |
10.2 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/5_4._Improving_Your_Model/Stopping_rules_in_CHAID_and_C_RT.mp4 |
12.5 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/5_4._Improving_Your_Model/The_Auto_Classifier_tuning_trick.mp4 |
7.5 MB |
| Big_Data/Machine_Learning_-_Decision_Trees/6_Conclusion/Next_steps.mp4 |
3.6 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/0_Introduction/Set_up_the_development_environment.mp4 |
6.9 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/0_Introduction/Using_the_exercise_files.mp4 |
1.2 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/0_Introduction/Welcome.mp4 |
6.8 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/0_Introduction/What_you_should_know.mp4 |
620 KB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/1_1._What_Is_Machine_Learning_and_Value_Prediction/Build_a_simple_home_value_estimator.mp4 |
7 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/1_1._What_Is_Machine_Learning_and_Value_Prediction/Cool_uses_of_value_prediction.mp4 |
6.7 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/1_1._What_Is_Machine_Learning_and_Value_Prediction/Find_the_best_weights_automatically.mp4 |
6.9 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/1_1._What_Is_Machine_Learning_and_Value_Prediction/Supervised_machine_learning_for_value_prediction.mp4 |
5.3 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/1_1._What_Is_Machine_Learning_and_Value_Prediction/What_is_machine_learning.mp4 |
4.6 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/2_2._An_Overview_of_Building_a_Machine_Learning_System/Gradient_boosting_-_A_versatile_machine_learning_algorithm.mp4 |
6.2 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/2_2._An_Overview_of_Building_a_Machine_Learning_System/Introduction_to_NumPy_scikit-learn_and_pandas.mp4 |
2.1 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/2_2._An_Overview_of_Building_a_Machine_Learning_System/The_basic_workflow_for_training_a_supervised_machine_learning_model.mp4 |
3.8 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/2_2._An_Overview_of_Building_a_Machine_Learning_System/Think_in_vectors_-_How_to_work_with_large_data_sets_efficiently.mp4 |
5.7 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/3_3._Training_Data/Decide_how_much_data_you_need.mp4 |
3.9 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/3_3._Training_Data/Explore_a_home_value_data_set.mp4 |
8.3 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/3_3._Training_Data/Standard_conventions_for_naming_training_data.mp4 |
1.6 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/4_4._Features/Choose_the_best_features_for_home_value_prediction.mp4 |
8.8 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/4_4._Features/Feature_engineering.mp4 |
7 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/4_4._Features/Use_as_few_features_as_possible_-_The_curse_of_dimensionality.mp4 |
3.2 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/5_5._Coding_Our_System/Measure_accuracy_with_mean_absolute_error.mp4 |
4.5 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/5_5._Coding_Our_System/Prepare_the_features.mp4 |
5 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/5_5._Coding_Our_System/Train_the_value_estimator.mp4 |
8.9 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/5_5._Coding_Our_System/Training_vs._testing_data.mp4 |
2.9 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/6_6._Improving_Our_System/Feature_selection.mp4 |
6.8 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/6_6._Improving_Our_System/Overfitting_and_underfitting.mp4 |
4.6 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/6_6._Improving_Our_System/The_brute_force_solution_-_Grid_search.mp4 |
6.1 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/7_7._Using_the_Estimator_in_a_Real-World_Program/Predict_values_for_new_data.mp4 |
7.6 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/7_7._Using_the_Estimator_in_a_Real-World_Program/Retrain_the_classifier_with_fresh_data.mp4 |
3.7 MB |
| Big_Data/Machine_Learning_Essential_Training_-_Value_Estimations/8_Conclusion/Wrap-up.mp4 |
1.4 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/0_Introduction/Set_up_environment.mp4 |
6.7 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/0_Introduction/Using_the_exercise_files.mp4 |
1.1 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/0_Introduction/Welcome.mp4 |
9.1 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/0_Introduction/What_you_should_know_before_watching_this_course.mp4 |
621 KB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/1_1._The_Basics_of_Making_Recommendations/Cool_uses_of_recommendation_systems.mp4 |
4.7 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/1_1._The_Basics_of_Making_Recommendations/What_can_you_do_with_recommendation_systems.mp4 |
2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/1_1._The_Basics_of_Making_Recommendations/What_is_a_recommendation_system.mp4 |
2.8 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/2_2._Ways_of_Making_Recommendations/Collaborative_filtering_-_Recommending_based_on_similar_users.mp4 |
3.2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/2_2._Ways_of_Making_Recommendations/Content-based_recommendations_-_Recommending_based_on_product_attributes.mp4 |
4.3 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/3_3._Getting_to_Know_Our_Tools/Introduction_to_NumPy_SciPy_and_pandas.mp4 |
2.2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/3_3._Getting_to_Know_Our_Tools/Think_in_vectors_-_How_to_work_with_large_data_sets_efficiently.mp4 |
4.9 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/4_4._Building_the_Framework_for_Our_Recommendation_System/A_simple_way_to_predict_missing_user_ratings.mp4 |
7.3 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/4_4._Building_the_Framework_for_Our_Recommendation_System/Explore_our_product_recommendation_data_set.mp4 |
6.1 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/4_4._Building_the_Framework_for_Our_Recommendation_System/Recommend_by_predicting_missing_user_ratings.mp4 |
2.9 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/4_4._Building_the_Framework_for_Our_Recommendation_System/Represent_product_reviews_as_a_matrix.mp4 |
7.2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/5_5._Collaborative_Filtering_with_Matrix_Factorization/Code_the_recommendation_system.mp4 |
9.1 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/5_5._Collaborative_Filtering_with_Matrix_Factorization/How_matrix_factorization_works.mp4 |
4.3 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/5_5._Collaborative_Filtering_with_Matrix_Factorization/Latent_representations_of_users_and_products.mp4 |
4.4 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/5_5._Collaborative_Filtering_with_Matrix_Factorization/Use_latent_representations_to_find_similar_products.mp4 |
10.7 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/6_6._Testing_Our_System/Explore_our_system_s_recommendations.mp4 |
10.6 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/6_6._Testing_Our_System/Measure_recommendation_accuracy.mp4 |
7.1 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/6_6._Testing_Our_System/Use_regularization.mp4 |
3.2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/7_7._Using_the_Recommendation_System_in_a_Real_World_Program/Find_similar_products.mp4 |
6 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/7_7._Using_the_Recommendation_System_in_a_Real_World_Program/How_to_handle_first-time_users.mp4 |
8.2 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/7_7._Using_the_Recommendation_System_in_a_Real_World_Program/Make_recommendations_for_existing_users.mp4 |
7 MB |
| Big_Data/Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/8_Conclusion/Wrap_up.mp4 |
1.4 MB |
| Big_Data/Mathematica_11_Machine_Learning/1_Introduction/Exercise_files.mp4 |
769 KB |
| Big_Data/Mathematica_11_Machine_Learning/1_Introduction/Welcome.mp4 |
3.1 MB |
| Big_Data/Mathematica_11_Machine_Learning/1_Introduction/What_you_should_know.mp4 |
2.2 MB |
| Big_Data/Mathematica_11_Machine_Learning/2_1._Introducing_Machine_Learning/Import_data_from_a_file.mp4 |
3.8 MB |
| Big_Data/Mathematica_11_Machine_Learning/2_1._Introducing_Machine_Learning/Overview_of_machine_learning_tasks.mp4 |
3.3 MB |
| Big_Data/Mathematica_11_Machine_Learning/2_1._Introducing_Machine_Learning/Separate_training_data_from_test_data.mp4 |
15.5 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Count_values_by_adherence_or_non-adherence_to_a_rule.mp4 |
4.8 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Group_elements_using_a_rule.mp4 |
5.7 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Interpolate_data_to_enter_missing_values.mp4 |
4.7 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Replace_values_near_zero_with_zero.mp4 |
5.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Sort_elements_using_a_rule.mp4 |
3.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/3_2._Preparing_Data_for_Machine_Learning/Standardize_normalize_or_rescale_data.mp4 |
6.1 MB |
| Big_Data/Mathematica_11_Machine_Learning/4_3._Determining_Functions_that_Generate_Data/Find_a_fit_using_a_linear_model.mp4 |
6.1 MB |
| Big_Data/Mathematica_11_Machine_Learning/4_3._Determining_Functions_that_Generate_Data/Find_a_formula_that_represents_a_data_set.mp4 |
3.8 MB |
| Big_Data/Mathematica_11_Machine_Learning/4_3._Determining_Functions_that_Generate_Data/Find_a_function_that_generates_a_given_sequence_of_values.mp4 |
4.5 MB |
| Big_Data/Mathematica_11_Machine_Learning/4_3._Determining_Functions_that_Generate_Data/Find_a_time_series_that_fits_given_data.mp4 |
6.7 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Calculate_the_logistic_sigmoid_function_for_a_data_set.mp4 |
7.2 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Classify_items_using_training_data.mp4 |
3.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Identify_data_clusters.mp4 |
8.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Measure_classifier_function_performance.mp4 |
5.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Measure_predictor_function_performance.mp4 |
6.6 MB |
| Big_Data/Mathematica_11_Machine_Learning/5_4._Performing_Supervised_Learning_Tasks/Predict_values_using_training_data.mp4 |
5.5 MB |
| Big_Data/Mathematica_11_Machine_Learning/6_Conclusion/Next_steps.mp4 |
2.5 MB |
| Big_Data/Oracle_12c_-_New_Features/0_Introduction/Exercise_files.mp4 |
1.5 MB |
| Big_Data/Oracle_12c_-_New_Features/0_Introduction/Welcome.mp4 |
19.4 MB |
| Big_Data/Oracle_12c_-_New_Features/0_Introduction/What_you_need_to_know.mp4 |
1.4 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/Backup_the_CDB_and_PDB.mp4 |
13.3 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/Backups_in_a_multitenant_database.mp4 |
3 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/New_SYSBACKUP_permission.mp4 |
14.7 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/Restore_a_single_table_to_point_in_time.mp4 |
15.8 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/Restore_an_individual_pluggable_database.mp4 |
8.4 MB |
| Big_Data/Oracle_12c_-_New_Features/10_10._RMAN_Backup_and_Recovery/Support_for_SQL_commands_and_extended_report_schema.mp4 |
7.5 MB |
| Big_Data/Oracle_12c_-_New_Features/11_Conclusion/Next_steps.mp4 |
3.9 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Clone_a_PDB.mp4 |
11.2 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Connect_to_the_CDB.mp4 |
5.6 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Create_a_common_user_in_cdb_root.mp4 |
11.7 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Create_a_local_user_in_a_PDB.mp4 |
11.6 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Create_connect_and_drop_PDBs.mp4 |
16.6 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/DB_consolidation_and_multitenancy_needs.mp4 |
4.7 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Enable_the_Oracle_12c_CDB_architecture.mp4 |
7.5 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Local_and_common_users_concepts.mp4 |
9.5 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Multitenant_Container_Database_CDB.mp4 |
2.9 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Oracle_12c_multitenant_core_concepts.mp4 |
10.9 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/PDB_portability_between_different_CDBs.mp4 |
9.3 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Pluggable_databases_PDBs.mp4 |
7.5 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Pre-12c_-_Dedicated_servers.mp4 |
6.4 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Pre-12c_-_Instance_consolidations.mp4 |
4.1 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Pre-12c_-_Schema_consolidations.mp4 |
6.2 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/The_CDB_architecture.mp4 |
10.2 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/The_SEED_PDB_and_PDB_cloning.mp4 |
4.5 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/The_root_container.mp4 |
3.1 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Unplug_a_PDB.mp4 |
15.5 MB |
| Big_Data/Oracle_12c_-_New_Features/1_1._Oracle_12c_Multitenant_Architecture/Use_of_the_new_data_dictionary_views.mp4 |
13.5 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Choose_the_objects_to_be_cached_in-memory.mp4 |
3 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Configure_in-memory_data_compression.mp4 |
7.1 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Configure_in-memory_data_pre-caching.mp4 |
7.5 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Control_query_access_to_in-memory.mp4 |
8.7 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Create_the_demo_environment.mp4 |
9.5 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Enable_and_size_the_In-Memory_Column_Store.mp4 |
8.7 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Identify_tables_using_in-memory.mp4 |
9.1 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/In-memory_column_store_architecture.mp4 |
6.4 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Load_tables_to_In-Memory_Column_Store.mp4 |
6.3 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Row_and_columnar_format_differences.mp4 |
8.7 MB |
| Big_Data/Oracle_12c_-_New_Features/2_2._Oracle_12c_In-Memory_Database/Verify_queries_using_in-memory.mp4 |
5 MB |
| Big_Data/Oracle_12c_-_New_Features/3_3._Create_the_Demo_Environment/Create_the_DEMO_PDB_for_exercises.mp4 |
7.9 MB |
| Big_Data/Oracle_12c_-_New_Features/4_4._Improved_Column_Default_Values/Overview_of_default_column_values.mp4 |
2.9 MB |
| Big_Data/Oracle_12c_-_New_Features/4_4._Improved_Column_Default_Values/Use_default_column_values_with_identity.mp4 |
17 MB |
| Big_Data/Oracle_12c_-_New_Features/4_4._Improved_Column_Default_Values/Use_default_column_values_with_sequence.mp4 |
13.8 MB |
| Big_Data/Oracle_12c_-_New_Features/5_5._Increased_Size_Limits_for_VARCHAR_Data_Types/Enable_extended_32K_VARCHARs.mp4 |
8.4 MB |
| Big_Data/Oracle_12c_-_New_Features/5_5._Increased_Size_Limits_for_VARCHAR_Data_Types/Use_extended_32K_VARCHARs.mp4 |
6.2 MB |
| Big_Data/Oracle_12c_-_New_Features/6_6._Improved_Top-n_Queries/Explore_Top-N_queries_Pagination.mp4 |
6.4 MB |
| Big_Data/Oracle_12c_-_New_Features/6_6._Improved_Top-n_Queries/Fetch_the_Top-N_Rows_from_a_Table.mp4 |
12 MB |
| Big_Data/Oracle_12c_-_New_Features/7_7._Partitioning_Features/Asynchronous_global_index_maintenance.mp4 |
10.9 MB |
| Big_Data/Oracle_12c_-_New_Features/7_7._Partitioning_Features/Move_partitions_online.mp4 |
16.9 MB |
| Big_Data/Oracle_12c_-_New_Features/7_7._Partitioning_Features/Partial_indexes.mp4 |
11.7 MB |
| Big_Data/Oracle_12c_-_New_Features/8_8._Adaptive_Execution_Plans/Use_adaptive_execution_plans.mp4 |
17.5 MB |
| Big_Data/Oracle_12c_-_New_Features/8_8._Adaptive_Execution_Plans/What_are_adaptive_execution_plans.mp4 |
7.7 MB |
| Big_Data/Oracle_12c_-_New_Features/9_9._Temporary_Undo/Enable_and_use_temporary_undo.mp4 |
10.6 MB |
| Big_Data/Oracle_12c_-_New_Features/9_9._Temporary_Undo/What_is_temporary_undo.mp4 |
5.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/0_Introduction/Exercise_files.mp4 |
786 KB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/0_Introduction/Welcome.mp4 |
4.6 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/0_Introduction/What_you_need_to_know.mp4 |
930 KB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/1_1._Oracle_12cR2_DB_Overview/Oracle_Cloud_overview.mp4 |
6.4 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/1_1._Oracle_12cR2_DB_Overview/Oracle_Databases_12cR2_overview.mp4 |
6 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Access_the_Oracle_Cloud_console.mp4 |
8 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Advanced_database_configuration.mp4 |
9.5 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Configure_SSH_access_to_the_database.mp4 |
4.9 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Connect_to_your_Oracle_Cloud_database.mp4 |
13.4 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Create_an_Oracle_12c_R2_database.mp4 |
5.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Database_storage_CPU_and_RAM_options.mp4 |
3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Register_for_an_Oracle_Cloud_account.mp4 |
10.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/2_2._Create_an_Oracle_12c_R2_DB_in_the_Oracle_Cloud/Use_the_database_cloud_service_console.mp4 |
5.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/3_3._PDB_Resource_Management/Introduction_to_PDB_resource_management.mp4 |
3.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/3_3._PDB_Resource_Management/PDB_I_O_resource_management_demo.mp4 |
5.6 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/4_4._PDB_Hot_Clone/Demo_of_PDB_hot_clone.mp4 |
7.4 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/4_4._PDB_Hot_Clone/Introduction_to_PDB_hot_clone.mp4 |
3.3 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/4_4._PDB_Hot_Clone/PDB_cloning_prerequisites.mp4 |
4.4 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/5_5._PDB_Flashback/Demo_of_PDB_flashback.mp4 |
11.8 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/5_5._PDB_Flashback/Introduction_to_PDB_flashback.mp4 |
2.8 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/5_5._PDB_Flashback/PDB_flashback_prerequisites.mp4 |
3.2 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/6_6._Partitioning_Enhancments/Automatic_list_partitioning.mp4 |
11.5 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/6_6._Partitioning_Enhancments/Create_table_for_Exchange.mp4 |
10.8 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/6_6._Partitioning_Enhancments/Modify_a_table_to_a_partitioned_table.mp4 |
10.1 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/6_6._Partitioning_Enhancments/New_partitioning_features.mp4 |
1.6 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/6_6._Partitioning_Enhancments/Read-only_partitions.mp4 |
7.9 MB |
| Big_Data/Oracle_12c_Release_2_New_Features_The_Oracle_Cloud/7_Conclusion/Next_steps.mp4 |
2.5 MB |
| Big_Data/Predictive_Customer_Analytics/1_Introduction/Expectations_and_course_organization.mp4 |
1.7 MB |
| Big_Data/Predictive_Customer_Analytics/1_Introduction/Use_the_exercise_files.mp4 |
4.3 MB |
| Big_Data/Predictive_Customer_Analytics/1_Introduction/Welcome.mp4 |
5.8 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/Apply_analytics_to_the_customer_life_cycle.mp4 |
3.5 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/Sources_of_customer_data.mp4 |
4.1 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/The_customer_analytics_process.mp4 |
2.3 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/The_customer_life_cycle.mp4 |
3 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/The_importance_of_customer_analytics.mp4 |
5.9 MB |
| Big_Data/Predictive_Customer_Analytics/2_1._Customer_Analytics_Overview/Use_case_-_Online_computer_store.mp4 |
3.2 MB |
| Big_Data/Predictive_Customer_Analytics/3_2._Will_You_Become_My_Customer/Find_high_propensity_prospects.mp4 |
4.2 MB |
| Big_Data/Predictive_Customer_Analytics/3_2._Will_You_Become_My_Customer/Offer_chat_based_on_visitor_propensity.mp4 |
4.9 MB |
| Big_Data/Predictive_Customer_Analytics/3_2._Will_You_Become_My_Customer/Recommend_the_best_channels_for_contact.mp4 |
3.7 MB |
| Big_Data/Predictive_Customer_Analytics/3_2._Will_You_Become_My_Customer/The_customer_acquisition_process.mp4 |
1.2 MB |
| Big_Data/Predictive_Customer_Analytics/3_2._Will_You_Become_My_Customer/Use_case_-_Determine_customer_propensity.mp4 |
19.2 MB |
| Big_Data/Predictive_Customer_Analytics/4_3._What_Else_Are_You_Interested_In/Create_customer_group_preferences.mp4 |
5.2 MB |
| Big_Data/Predictive_Customer_Analytics/4_3._What_Else_Are_You_Interested_In/Find_items_bought_together.mp4 |
4.1 MB |
| Big_Data/Predictive_Customer_Analytics/4_3._What_Else_Are_You_Interested_In/Upselling_and_cross-selling.mp4 |
5.2 MB |
| Big_Data/Predictive_Customer_Analytics/4_3._What_Else_Are_You_Interested_In/Use_case_-_Recommend_items.mp4 |
8.2 MB |
| Big_Data/Predictive_Customer_Analytics/4_3._What_Else_Are_You_Interested_In/User-item_affinity_and_recommendations.mp4 |
5.5 MB |
| Big_Data/Predictive_Customer_Analytics/5_4._How_Much_Is_Your_Future_Business_Worth/Create_customer_value_classes.mp4 |
4 MB |
| Big_Data/Predictive_Customer_Analytics/5_4._How_Much_Is_Your_Future_Business_Worth/Discover_response_patterns.mp4 |
4.1 MB |
| Big_Data/Predictive_Customer_Analytics/5_4._How_Much_Is_Your_Future_Business_Worth/Generate_customer_loyalty.mp4 |
3.5 MB |
| Big_Data/Predictive_Customer_Analytics/5_4._How_Much_Is_Your_Future_Business_Worth/Predict_customer_lifetime_value_CLV.mp4 |
4.9 MB |
| Big_Data/Predictive_Customer_Analytics/5_4._How_Much_Is_Your_Future_Business_Worth/Use_case_-_Predict_CLV.mp4 |
9.6 MB |
| Big_Data/Predictive_Customer_Analytics/6_5._Are_You_Happy_With_Me/Find_unsatisfied_customers.mp4 |
4.1 MB |
| Big_Data/Predictive_Customer_Analytics/6_5._Are_You_Happy_With_Me/Group_problem_types.mp4 |
4 MB |
| Big_Data/Predictive_Customer_Analytics/6_5._Are_You_Happy_With_Me/Improve_customer_satisfaction.mp4 |
3.7 MB |
| Big_Data/Predictive_Customer_Analytics/6_5._Are_You_Happy_With_Me/Predict_intent_of_contact.mp4 |
4.4 MB |
| Big_Data/Predictive_Customer_Analytics/6_5._Are_You_Happy_With_Me/Use_case_-_Group_problem_types.mp4 |
13.8 MB |
| Big_Data/Predictive_Customer_Analytics/7_6._Will_You_Leave_Me/Discover_customer_attrition_patterns.mp4 |
3.5 MB |
| Big_Data/Predictive_Customer_Analytics/7_6._Will_You_Leave_Me/Find_incentives.mp4 |
3.4 MB |
| Big_Data/Predictive_Customer_Analytics/7_6._Will_You_Leave_Me/Predict_customers_who_might_leave.mp4 |
3.6 MB |
| Big_Data/Predictive_Customer_Analytics/7_6._Will_You_Leave_Me/Prevent_customer_attrition.mp4 |
2.3 MB |
| Big_Data/Predictive_Customer_Analytics/7_6._Will_You_Leave_Me/Use_case_-_Customer_patterns.mp4 |
15.3 MB |
| Big_Data/Predictive_Customer_Analytics/8_7._Best_Practices/Choose_the_right_data.mp4 |
2 MB |
| Big_Data/Predictive_Customer_Analytics/8_7._Best_Practices/Design_data_processing_pipelines.mp4 |
2.1 MB |
| Big_Data/Predictive_Customer_Analytics/8_7._Best_Practices/Devise_customer_analytics_processes.mp4 |
2.7 MB |
| Big_Data/Predictive_Customer_Analytics/8_7._Best_Practices/Implement_continuous_improvement.mp4 |
1.3 MB |
| Big_Data/Predictive_Customer_Analytics/9_Conclusion/Next_steps.mp4 |
3.1 MB |
| Big_Data/Presto_Essentials_-_Data_Science/0_Introduction/Exercise_files.mp4 |
2.2 MB |
| Big_Data/Presto_Essentials_-_Data_Science/0_Introduction/Welcome.mp4 |
3.6 MB |
| Big_Data/Presto_Essentials_-_Data_Science/0_Introduction/What_you_should_know.mp4 |
1.6 MB |
| Big_Data/Presto_Essentials_-_Data_Science/1_1._Introducing_Presto/How_Presto_works.mp4 |
3.4 MB |
| Big_Data/Presto_Essentials_-_Data_Science/1_1._Introducing_Presto/Presto_origins.mp4 |
9.8 MB |
| Big_Data/Presto_Essentials_-_Data_Science/1_1._Introducing_Presto/What_does_Presto_do.mp4 |
6.6 MB |
| Big_Data/Presto_Essentials_-_Data_Science/1_1._Introducing_Presto/Why_use_Presto.mp4 |
5.5 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Command-line_interface.mp4 |
7.4 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Connect_from_R.mp4 |
6.8 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Connect_from_Tableau.mp4 |
8.8 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Deployment_options.mp4 |
3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Presto_web_UI.mp4 |
5 MB |
| Big_Data/Presto_Essentials_-_Data_Science/2_2._Running_Presto/Sandbox_setup.mp4 |
11.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/3_3._Connectors/Additional_connectors.mp4 |
4.2 MB |
| Big_Data/Presto_Essentials_-_Data_Science/3_3._Connectors/Benchmark_with_TPCH.mp4 |
17.4 MB |
| Big_Data/Presto_Essentials_-_Data_Science/3_3._Connectors/Connect_to_Hive.mp4 |
6.1 MB |
| Big_Data/Presto_Essentials_-_Data_Science/3_3._Connectors/Connect_to_MySQL.mp4 |
19.1 MB |
| Big_Data/Presto_Essentials_-_Data_Science/3_3._Connectors/Connect_to_the_local_system.mp4 |
9.7 MB |
| Big_Data/Presto_Essentials_-_Data_Science/4_4._SQL_Syntax/Combine_data_sources.mp4 |
18.7 MB |
| Big_Data/Presto_Essentials_-_Data_Science/4_4._SQL_Syntax/Group_results.mp4 |
15.6 MB |
| Big_Data/Presto_Essentials_-_Data_Science/4_4._SQL_Syntax/Retrieve_data.mp4 |
16.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/5_5._Basic_SQL_functions/Conditional_expressions.mp4 |
14 MB |
| Big_Data/Presto_Essentials_-_Data_Science/5_5._Basic_SQL_functions/Conversion_between_data_types.mp4 |
7.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/5_5._Basic_SQL_functions/Data_aggregation.mp4 |
17.7 MB |
| Big_Data/Presto_Essentials_-_Data_Science/5_5._Basic_SQL_functions/Date_and_time_functions.mp4 |
11.7 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Access_data_with_arrays.mp4 |
10.5 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Access_data_with_maps.mp4 |
7.8 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Bollinger_bands.mp4 |
11.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Parse_URL_strings.mp4 |
7.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Window_functions.mp4 |
14.8 MB |
| Big_Data/Presto_Essentials_-_Data_Science/6_6._Advanced_SQL_Functions/Work_with_JSON_data.mp4 |
10.7 MB |
| Big_Data/Presto_Essentials_-_Data_Science/7_7._Migrating_from_Hive/Migrate_from_Hive.mp4 |
6.3 MB |
| Big_Data/Presto_Essentials_-_Data_Science/8_Conclusion/Next_steps.mp4 |
1.2 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/0_Introduction/Exercise_files.mp4 |
966 KB |
| Big_Data/Python_for_Data_Science_Essential_Training/0_Introduction/Getting_started_with_Jupyter.mp4 |
2.3 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/0_Introduction/Welcome.mp4 |
19.8 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/0_Introduction/What_you_should_know.mp4 |
5.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/10_10._Web_Scraping_with_Beautiful_Soup/Explore_NavigatableString_objects.mp4 |
13.6 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/10_10._Web_Scraping_with_Beautiful_Soup/Introduction_to_Beautiful_Soup.mp4 |
24.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/10_10._Web_Scraping_with_Beautiful_Soup/Parse_data.mp4 |
20.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/10_10._Web_Scraping_with_Beautiful_Soup/Web_scrape_in_practice.mp4 |
13.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/11_Conclusion/Next_steps.mp4 |
12.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/1_1._Data_Munging_Basics/Concatenate_and_transform_data.mp4 |
23.3 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/1_1._Data_Munging_Basics/Filter_and_select_data.mp4 |
30.2 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/1_1._Data_Munging_Basics/Group_and_aggregate_data.mp4 |
9.3 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/1_1._Data_Munging_Basics/Remove_duplicates.mp4 |
12.8 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/1_1._Data_Munging_Basics/Treat_missing_values.mp4 |
43.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Construct_histograms_box_plots_and_scatter_plots.mp4 |
21.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Create_labels_and_annotations.mp4 |
25 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Create_standard_line_bar_and_pie_plots.mp4 |
21.2 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Create_visualizations_from_time_series_data.mp4 |
11.5 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Define_plot_elements.mp4 |
16.3 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/2_2._Data_Visualization_Basics/Format_plots.mp4 |
20.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Generate_summary_statistics.mp4 |
16 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Non-parametric_methods.mp4 |
19.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Parametric_methods.mp4 |
25 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Summarize_categorical_data.mp4 |
15.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Transform_dataset_distributions.mp4 |
15.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/3_3._Basic_Math_and_Statistics/Use_NumPy_arithmetic.mp4 |
19.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/4_4._Dimensionality_Reduction/Explanatory_factor_analysis.mp4 |
11.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/4_4._Dimensionality_Reduction/Introduction_to_machine_learning.mp4 |
7.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/4_4._Dimensionality_Reduction/Principal_component_analysis_PCA.mp4 |
19.2 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/5_5._Outlier_Analysis/A_linear_projection_method_for_multivariate_data.mp4 |
14.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/5_5._Outlier_Analysis/Extreme_value_analysis_using_univariate_methods.mp4 |
16.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/5_5._Outlier_Analysis/Multivariate_analysis_for_outlier_detection.mp4 |
5.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/6_6._Cluster_Analysis/Hierarchical_methods.mp4 |
23.8 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/6_6._Cluster_Analysis/Instance-based_learning_with_k-Nearest_Neighbor.mp4 |
17.9 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/6_6._Cluster_Analysis/K-means_method.mp4 |
22.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/7_7._Network_Analysis_with_NetworkX/Generate_stats_on_nodes_and_inspect_graphs.mp4 |
12.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/7_7._Network_Analysis_with_NetworkX/Intro_to_network_analysis.mp4 |
4.5 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/7_7._Network_Analysis_with_NetworkX/Simulate_a_social_network.mp4 |
17.7 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/7_7._Network_Analysis_with_NetworkX/Work_with_graph_objects.mp4 |
28.4 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/8_8._Basic_Algorithmic_Learning/Linear_regression_model.mp4 |
18.1 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/8_8._Basic_Algorithmic_Learning/Logistic_regression_model.mp4 |
22 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/8_8._Basic_Algorithmic_Learning/Naive_Bayes_classifiers.mp4 |
22 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/9_9._Web-based_Data_Visualizations_with_Plotly/Create_Plotly_choropleth_maps.mp4 |
20 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/9_9._Web-based_Data_Visualizations_with_Plotly/Create_Plotly_point_maps.mp4 |
17.6 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/9_9._Web-based_Data_Visualizations_with_Plotly/Create_basic_charts.mp4 |
37 MB |
| Big_Data/Python_for_Data_Science_Essential_Training/9_9._Web-based_Data_Visualizations_with_Plotly/Create_statistical_charts.mp4 |
20.7 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/1_Introduction/Using_the_exercise_files.mp4 |
801 KB |
| Big_Data/SQL_Tips_Tricks_Techniques/1_Introduction/Welcome.mp4 |
9.5 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/1_Introduction/What_you_should_know_before_watching_this_course.mp4 |
1.4 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Aggregate_data.mp4 |
13.1 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Analyze_employee_data.mp4 |
8.5 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Common_table_expressions.mp4 |
10.3 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Date_time_functions.mp4 |
9.5 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Filter_data.mp4 |
13 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Find_ranks.mp4 |
7.7 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Join_tables.mp4 |
10.6 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Retrieve_data_using_SQL.mp4 |
7.3 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Rolling_calculations.mp4 |
8.9 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Subqueries.mp4 |
7.3 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Window_functions.mp4 |
3.3 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/2_1._SQL_Tips_and_Tricks/Year_over_year_calculations.mp4 |
6.3 MB |
| Big_Data/SQL_Tips_Tricks_Techniques/3_Conclusion/Next_steps.mp4 |
1.2 MB |
| Big_Data/Smart_Cities_-_Solving_Urban_Problems_Using_Technology/1_Documentary/Smart_Cities_-_Solving_Urban_Problems_Using_Technology.mp4 |
168.1 MB |
| Big_Data/Smart_Cities_-_Solving_Urban_Problems_Using_Technology/2_Bonus_Movies/Palo_Alto_Apps_Challenge.mp4 |
52.4 MB |
| Big_Data/Smart_Cities_-_Solving_Urban_Problems_Using_Technology/2_Bonus_Movies/Palo_Alto_Civic_Technology_Center.mp4 |
57.3 MB |
| Big_Data/Social_Network_Analysis_Using_R/1_Introduction/Using_the_exercise_files.mp4 |
1.1 MB |
| Big_Data/Social_Network_Analysis_Using_R/1_Introduction/Welcome.mp4 |
6.8 MB |
| Big_Data/Social_Network_Analysis_Using_R/1_Introduction/What_you_should_know_before_watching_this_course.mp4 |
3.3 MB |
| Big_Data/Social_Network_Analysis_Using_R/2_1._Creating_Network_Graphs/Create_a_graph_from_existing_data.mp4 |
8.9 MB |
| Big_Data/Social_Network_Analysis_Using_R/2_1._Creating_Network_Graphs/Create_sample_graphs.mp4 |
17.6 MB |
| Big_Data/Social_Network_Analysis_Using_R/2_1._Creating_Network_Graphs/Download_and_install_sna_and_igraph.mp4 |
8.9 MB |
| Big_Data/Social_Network_Analysis_Using_R/2_1._Creating_Network_Graphs/Format_data_for_social_network_analysis.mp4 |
4.1 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Calculate_network_density.mp4 |
13.6 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Find_components_of_a_graph.mp4 |
7.5 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Identify_cliques_in_a_graph.mp4 |
10.9 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Measure_betweenness_of_points.mp4 |
8.3 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Measure_connectedness_of_points.mp4 |
6.9 MB |
| Big_Data/Social_Network_Analysis_Using_R/3_2._Analyzing_Network_Graphs/Take_a_random_walk_on_a_graph.mp4 |
9.7 MB |
| Big_Data/Social_Network_Analysis_Using_R/4_3._Visualizing_a_Network/Change_edge_and_vertex_colors.mp4 |
8.1 MB |
| Big_Data/Social_Network_Analysis_Using_R/4_3._Visualizing_a_Network/Visualize_a_network.mp4 |
3.1 MB |
| Big_Data/Social_Network_Analysis_Using_R/4_3._Visualizing_a_Network/Write_out_a_graph.mp4 |
12.5 MB |
| Big_Data/Social_Network_Analysis_Using_R/6_Conclusion/Next_steps.mp4 |
2.3 MB |
| Big_Data/Statistics_Foundations_-_3/1_Introduction/Welcome.mp4 |
39.4 MB |
| Big_Data/Statistics_Foundations_-_3/2_1._The_Statistics_Series_-_A_Look_Back_and_Forward/Recap_of_Statistics_Fundamentals_-_Parts_1_and_2.mp4 |
15.9 MB |
| Big_Data/Statistics_Foundations_-_3/2_1._The_Statistics_Series_-_A_Look_Back_and_Forward/What_lies_ahead_in_Statistics_Fundamentals_-_Part_3.mp4 |
19.5 MB |
| Big_Data/Statistics_Foundations_-_3/3_2._Small_Sample_Sizes/Calculating_confidence_intervals_using_t-scores.mp4 |
16.5 MB |
| Big_Data/Statistics_Foundations_-_3/3_2._Small_Sample_Sizes/T-score_tables_and_degrees_of_freedom.mp4 |
15.6 MB |
| Big_Data/Statistics_Foundations_-_3/3_2._Small_Sample_Sizes/T-statistic_vs._z-statistic.mp4 |
15.5 MB |
| Big_Data/Statistics_Foundations_-_3/4_3._Comparing_Two_Populations_Proportions/Explanation_of_two_populations.mp4 |
10.7 MB |
| Big_Data/Statistics_Foundations_-_3/4_3._Comparing_Two_Populations_Proportions/Hypothesis_testing.mp4 |
22.3 MB |
| Big_Data/Statistics_Foundations_-_3/4_3._Comparing_Two_Populations_Proportions/Set_up_a_comparison.mp4 |
11.1 MB |
| Big_Data/Statistics_Foundations_-_3/5_4._Comparing_Two_Populations_Means/Basics_of_comparing_two_population_means.mp4 |
13.2 MB |
| Big_Data/Statistics_Foundations_-_3/5_4._Comparing_Two_Populations_Means/Hypothesis_testing.mp4 |
17.3 MB |
| Big_Data/Statistics_Foundations_-_3/5_4._Comparing_Two_Populations_Means/Set_up_a_confidence_interval.mp4 |
20.3 MB |
| Big_Data/Statistics_Foundations_-_3/5_4._Comparing_Two_Populations_Means/Visualization_re-randomizing.mp4 |
12.4 MB |
| Big_Data/Statistics_Foundations_-_3/6_5._Chi-Square/Curves_and_distribution.mp4 |
13.5 MB |
| Big_Data/Statistics_Foundations_-_3/6_5._Chi-Square/Goodness-of-fit_test.mp4 |
18.2 MB |
| Big_Data/Statistics_Foundations_-_3/6_5._Chi-Square/Introduction_to_chi-square.mp4 |
12.6 MB |
| Big_Data/Statistics_Foundations_-_3/7_6._ANOVA_-_Analysis_of_Variance/Hypothesis_test_and_f-statistic.mp4 |
25 MB |
| Big_Data/Statistics_Foundations_-_3/7_6._ANOVA_-_Analysis_of_Variance/One-way_ANOVA_and_the_total_sum_of_squares_SST.mp4 |
12.7 MB |
| Big_Data/Statistics_Foundations_-_3/7_6._ANOVA_-_Analysis_of_Variance/Variance_within_and_variance_between_SSW_and_SSB.mp4 |
13.4 MB |
| Big_Data/Statistics_Foundations_-_3/7_6._ANOVA_-_Analysis_of_Variance/What_is_analysis_of_variance.mp4 |
18.5 MB |
| Big_Data/Statistics_Foundations_-_3/8_7._Introduction_to_Regression/The_best-fitting_line.mp4 |
8.9 MB |
| Big_Data/Statistics_Foundations_-_3/8_7._Introduction_to_Regression/The_coefficient_of_determination.mp4 |
22.3 MB |
| Big_Data/Statistics_Foundations_-_3/8_7._Introduction_to_Regression/The_correlation_coefficient.mp4 |
14.1 MB |
| Big_Data/Statistics_Foundations_-_3/8_7._Introduction_to_Regression/What_is_regression.mp4 |
11.8 MB |
| Big_Data/Statistics_Foundations_-_3/9_Conclusion/Next_steps.mp4 |
32.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/10_Conclusion/Next_steps.mp4 |
1.5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/1_Introduction/Using_the_exercise_files.mp4 |
980 KB |
| Big_Data/Tableau_10_-_Mastering_Calculations/1_Introduction/Welcome.mp4 |
4 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/1_Introduction/What_you_need_to_know.mp4 |
1.5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Create_a_calculated_field.mp4 |
8.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Create_an_ad_hoc_calculation.mp4 |
8.2 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Create_calculations_using_arithmetic_operators.mp4 |
4.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Define_data_types_and_conversions.mp4 |
3.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Define_function_syntax_in_Tableau_10.mp4 |
5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/2_1._Introducing_Calculations_in_Tableau_10/Use_logical_and_comparison_operators_in_calculations.mp4 |
6.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Calculate_the_average_median_minimum_and_maximum_of_a_set_of_values.mp4 |
12.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Calculate_the_sum_of_a_collection_of_values.mp4 |
5.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Count_all_values_or_distinct_values_in_a_data_set.mp4 |
7.1 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Find_the_value_of_an_attribute.mp4 |
3 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Find_the_variance_and_standard_deviation_of_populations_and_samples.mp4 |
11.4 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/3_2._Summarizing_Data_Using_Aggregate_Functions/Identify_the_percentile_of_a_given_value.mp4 |
11 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Calculate_the_square_or_square_root_of_a_value.mp4 |
6.3 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Find_the_absolute_value_or_sign_of_a_number.mp4 |
8.2 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Find_the_integer_and_decimal_components_of_a_division_operation.mp4 |
8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Identify_the_larger_or_smaller_of_two_values.mp4 |
6.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Return_zero_if_a_calculation_includes_a_null_value.mp4 |
5.5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/4_3._Calculating_Values_Using_Number_Functions/Round_numbers_up_or_down.mp4 |
14.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Add_or_subtract_intervals_from_dates.mp4 |
12.5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Identify_part_of_a_date_using_DATEPART.mp4 |
7.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Identify_the_earlier_or_later_of_two_dates.mp4 |
5.7 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Return_the_current_date_or_date_and_time.mp4 |
7.3 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Return_the_day_month_or_year_component_of_a_date.mp4 |
8.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/5_4._Working_with_Times_and_Dates/Truncate_a_date.mp4 |
6.1 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/6_5._Creating_Conditional_Calculations_Using_Logical_Functions/Create_IF_THEN_ELSE_and_ELSE_IF_expressions.mp4 |
5.7 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/6_5._Creating_Conditional_Calculations_Using_Logical_Functions/Create_IF_THEN_expressions.mp4 |
7.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/6_5._Creating_Conditional_Calculations_Using_Logical_Functions/Define_multilevel_conditions_using_CASE_expressions.mp4 |
9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/6_5._Creating_Conditional_Calculations_Using_Logical_Functions/Manage_null_values_using_IFNULL_and_ISNULL.mp4 |
8.2 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/6_5._Creating_Conditional_Calculations_Using_Logical_Functions/Return_true_or_false_values_using_IIF.mp4 |
11.7 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/7_6._Creating_Level_of_Detail_LOD_Expressions/Create_a_level_of_detail_LOD_expression.mp4 |
6.3 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/7_6._Creating_Level_of_Detail_LOD_Expressions/Create_level_of_detail_expressions_using_EXCLUDE.mp4 |
7.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/7_6._Creating_Level_of_Detail_LOD_Expressions/Create_level_of_detail_expressions_using_FIXED.mp4 |
7.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/7_6._Creating_Level_of_Detail_LOD_Expressions/Create_level_of_detail_expressions_using_INCLUDE.mp4 |
7 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Add_a_secondary_table_calculation.mp4 |
10.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Calculate_a_running_total_or_moving_average.mp4 |
14.7 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Count_table_rows_from_first_or_last_row.mp4 |
6.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Create_a_quick_table_calculation.mp4 |
8.2 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Identify_a_table_row_using_INDEX.mp4 |
3.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Look_up_values_using_PREVIOUS_VALUE_and_LOOKUP.mp4 |
11.6 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Rank_table_data.mp4 |
6.1 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Return_the_number_of_rows_in_the_partition.mp4 |
7.8 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/8_7._Summarizing_Data_Using_Table_Calculations/Summarize_data_within_a_defined_window_of_rows.mp4 |
10.3 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/9_8._Managing_Text_Strings/Convert_and_measure_strings.mp4 |
7.1 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/9_8._Managing_Text_Strings/Determine_if_a_sequence_occurs_within_a_string.mp4 |
6.5 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/9_8._Managing_Text_Strings/Find_and_replace_text_in_a_string.mp4 |
7.1 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/9_8._Managing_Text_Strings/Return_characters_from_part_of_a_string.mp4 |
8.9 MB |
| Big_Data/Tableau_10_-_Mastering_Calculations/9_8._Managing_Text_Strings/Trim_and_pad_strings.mp4 |
2.1 MB |
| Big_Data/Tableau_10_Essential_Training/10_9._Formatting_Tableau_Visualizations/Changing_the_appearance_of_your_data.mp4 |
11.3 MB |
| Big_Data/Tableau_10_Essential_Training/10_9._Formatting_Tableau_Visualizations/Changing_the_visual_summary_type.mp4 |
3.8 MB |
| Big_Data/Tableau_10_Essential_Training/10_9._Formatting_Tableau_Visualizations/Creating_a_highlight_table.mp4 |
8.2 MB |
| Big_Data/Tableau_10_Essential_Training/10_9._Formatting_Tableau_Visualizations/Displaying_a_visualization_in_Presentation_mode.mp4 |
6.5 MB |
| Big_Data/Tableau_10_Essential_Training/10_9._Formatting_Tableau_Visualizations/Resizing_a_visualization.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_a_treemap.mp4 |
6.5 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_column_and_stacked_column_charts.mp4 |
6.2 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_histograms.mp4 |
5.2 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_line_charts_and_area_fill_charts.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_pie_charts.mp4 |
6.7 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Creating_scatter_plots.mp4 |
5.9 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Defining_discrete_bins_from_a_continuous_measure.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Identifying_data_clusters.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/11_10._Creating_Basic_Charts/Summarizing_data_using_a_smart_histogram.mp4 |
6 MB |
| Big_Data/Tableau_10_Essential_Training/12_11._Annotating_and_Formatting_Charts/Adding_a_text_box_to_a_chart.mp4 |
5.1 MB |
| Big_Data/Tableau_10_Essential_Training/12_11._Annotating_and_Formatting_Charts/Adding_a_trend_line_to_a_chart.mp4 |
7.4 MB |
| Big_Data/Tableau_10_Essential_Training/12_11._Annotating_and_Formatting_Charts/Adding_reference_lines_distributions_and_boxes.mp4 |
11.2 MB |
| Big_Data/Tableau_10_Essential_Training/12_11._Annotating_and_Formatting_Charts/Changing_the_color_sequence_in_charts.mp4 |
4.7 MB |
| Big_Data/Tableau_10_Essential_Training/12_11._Annotating_and_Formatting_Charts/Formatting_chart_elements.mp4 |
7.8 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Creating_a_basic_map.mp4 |
9.3 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Defining_custom_regions.mp4 |
8.6 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Disabling_pan_and_zoom_in_maps.mp4 |
6.4 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Enhancing_map_analysis_using_distance_measurement_tools.mp4 |
9.7 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Ensuring_your_data_can_be_mapped.mp4 |
4.9 MB |
| Big_Data/Tableau_10_Essential_Training/13_12._Mapping_Geographic_Data/Setting_map_options.mp4 |
8.2 MB |
| Big_Data/Tableau_10_Essential_Training/14_13._Creating_Dashboards_and_Actions/Arranging_and_formatting_dashboard_elements.mp4 |
4.8 MB |
| Big_Data/Tableau_10_Essential_Training/14_13._Creating_Dashboards_and_Actions/Creating_a_dashboard.mp4 |
7.3 MB |
| Big_Data/Tableau_10_Essential_Training/14_13._Creating_Dashboards_and_Actions/Defining_a_URL_action.mp4 |
5.7 MB |
| Big_Data/Tableau_10_Essential_Training/14_13._Creating_Dashboards_and_Actions/Defining_a_filter_action.mp4 |
5 MB |
| Big_Data/Tableau_10_Essential_Training/14_13._Creating_Dashboards_and_Actions/Defining_a_highlight_action.mp4 |
7 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Connect_to_JSON_data_files.mp4 |
8.9 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Connect_to_spatial_data_files.mp4 |
10.6 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Create_legends_for_each_measure_in_a_visualization.mp4 |
5.3 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Export_data_to_CSV_files.mp4 |
2.7 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Manage_Story_Point_navigation.mp4 |
3.8 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Parse_strings_into_dates_and_other_data_types.mp4 |
3.9 MB |
| Big_Data/Tableau_10_Essential_Training/15_14._What_s_New_in_Tableau_10.1_and_10.2/Scale_maps_dynamically.mp4 |
3.4 MB |
| Big_Data/Tableau_10_Essential_Training/16_Conclusion/Further_resources.mp4 |
1.8 MB |
| Big_Data/Tableau_10_Essential_Training/1_Introduction/Using_the_exercise_files.mp4 |
1.3 MB |
| Big_Data/Tableau_10_Essential_Training/1_Introduction/Welcome.mp4 |
4.9 MB |
| Big_Data/Tableau_10_Essential_Training/1_Introduction/What_you_should_know_before_watching_this_course.mp4 |
1.2 MB |
| Big_Data/Tableau_10_Essential_Training/2_1._Introducing_Tableau/Discovering_what_s_new_in_Tableau_10.mp4 |
2.5 MB |
| Big_Data/Tableau_10_Essential_Training/2_1._Introducing_Tableau/Downloading_Tableau.mp4 |
6.4 MB |
| Big_Data/Tableau_10_Essential_Training/2_1._Introducing_Tableau/Getting_help_in_Tableau.mp4 |
5.4 MB |
| Big_Data/Tableau_10_Essential_Training/2_1._Introducing_Tableau/Installing_Tableau_drivers.mp4 |
4.8 MB |
| Big_Data/Tableau_10_Essential_Training/2_1._Introducing_Tableau/Introducing_Tableau_file_types.mp4 |
3.6 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Changing_the_order_of_the_fields_in_a_visualization.mp4 |
5.7 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Changing_the_summary_operation.mp4 |
6.1 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Cleaning_up_source_data.mp4 |
4.9 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Connecting_to_a_data_source.mp4 |
3.8 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Creating_a_visualization_using_Show_Me.mp4 |
4.9 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Joining_related_data_sources.mp4 |
6.8 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Joining_related_fields_with_inconsistent_names.mp4 |
5.6 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Presenting_data_using_Storylines.mp4 |
9.5 MB |
| Big_Data/Tableau_10_Essential_Training/3_2._Managing_Data_Sources_and_Visualizations/Splitting_text_into_multiple_columns.mp4 |
4.7 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Adding_duplicating_and_renaming_worksheets.mp4 |
5.1 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Changing_a_worksheet_s_tab_color.mp4 |
3.5 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Creating_a_packaged_workbook.mp4 |
3.4 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Displaying_the_data_underlying_a_workbook.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Reordering_clearing_and_deleting_worksheets.mp4 |
6.3 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Saving_your_changes.mp4 |
5.4 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Saving_your_workbook_as_a_PDF_file.mp4 |
5.6 MB |
| Big_Data/Tableau_10_Essential_Training/4_3._Managing_Tableau_Worksheets_and_Workbooks/Showing_or_hiding_worksheet_elements.mp4 |
10.8 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Adding_a_table_calculation.mp4 |
7 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Creating_a_calculated_field.mp4 |
6.3 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Creating_a_calculated_field_on_a_shelf.mp4 |
4.3 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Creating_calculations_in_dialog_boxes.mp4 |
7.3 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Presenting_Tableau_operators_and_built-in_functions.mp4 |
5.3 MB |
| Big_Data/Tableau_10_Essential_Training/5_4._Creating_Custom_Calculations_and_Fields/Using_level_of_detail_expressions.mp4 |
5.6 MB |
| Big_Data/Tableau_10_Essential_Training/6_5._Analyzing_Data_Using_Statistical_Tools/Calculating_averages_medians_minimums_and_maximums.mp4 |
7.1 MB |
| Big_Data/Tableau_10_Essential_Training/6_5._Analyzing_Data_Using_Statistical_Tools/Calculating_percentages_of_a_table_total.mp4 |
5.7 MB |
| Big_Data/Tableau_10_Essential_Training/6_5._Analyzing_Data_Using_Statistical_Tools/Displaying_the_Summary_Card.mp4 |
4.5 MB |
| Big_Data/Tableau_10_Essential_Training/6_5._Analyzing_Data_Using_Statistical_Tools/Forecasting_future_values.mp4 |
7.4 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Adding_a_Quick_Filter_to_a_worksheet.mp4 |
4.9 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Combining_fields_to_sort_by_more_than_one_criteria.mp4 |
4.5 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Creating_a_condition_filter.mp4 |
6.5 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Creating_a_selection_filter.mp4 |
6.3 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Creating_a_top_filter.mp4 |
5.3 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Creating_a_wildcard_filter.mp4 |
7.9 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Editing_and_deleting_parameters.mp4 |
3 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Editing_clearing_and_deleting_filters.mp4 |
7.8 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Filtering_data_using_parameters.mp4 |
8.3 MB |
| Big_Data/Tableau_10_Essential_Training/7_6._Sorting_and_Filtering_Tableau_Data/Sorting_based_on_a_field_s_values.mp4 |
9.3 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Combining_sets.mp4 |
6.8 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Creating_summaries_using_sets.mp4 |
5.2 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Defining_a_group.mp4 |
3.4 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Defining_a_group_for_other_values.mp4 |
3.5 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Defining_a_set.mp4 |
4.3 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Editing_and_deleting_groups.mp4 |
7.5 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Editing_and_deleting_sets.mp4 |
3.2 MB |
| Big_Data/Tableau_10_Essential_Training/8_7._Defining_Groups_and_Sets/Finding_members_of_a_group.mp4 |
5.7 MB |
| Big_Data/Tableau_10_Essential_Training/9_8._Creating_and_Pivoting_Crosstabs/Adding_totals_and_subtotals_to_a_crosstab.mp4 |
9.1 MB |
| Big_Data/Tableau_10_Essential_Training/9_8._Creating_and_Pivoting_Crosstabs/Creating_a_crosstab.mp4 |
6.5 MB |
| Big_Data/Tableau_10_Essential_Training/9_8._Creating_and_Pivoting_Crosstabs/Unpivoting_a_crosstab.mp4 |
3.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Change_the_format_of_fonts_and_lines_across_a_workbook.mp4 |
8.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Convert_string_to_dates_with_automatic_dateparse.mp4 |
6.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Create_custom_joins_through_calculations.mp4 |
7.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Display_different_color_legends_per_measure.mp4 |
8.3 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Export_transformed_data_to_CSV.mp4 |
6.4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/10_9._Tableau_10.2_Updates/Incorporate_custom_geospatial_data_into_your_viz.mp4 |
9.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/11_Conclusion/Next_steps.mp4 |
1.6 MB |
| Big_Data/Tableau_10_for_Data_Scientists/1_Introduction/Exercise_files.mp4 |
1.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/1_Introduction/Learning_supports.mp4 |
786 KB |
| Big_Data/Tableau_10_for_Data_Scientists/1_Introduction/Welcome.mp4 |
8.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/1_Introduction/What_you_should_know.mp4 |
1.3 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Colors.mp4 |
8.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Dates.mp4 |
8.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Discrete_versus_continuous.mp4 |
9.4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Filters.mp4 |
4.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Pills_-_Challenge.mp4 |
1.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Pills_-_Solution.mp4 |
3.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/2_1._Green_and_Blue_Pills/Rows_and_columns.mp4 |
7.2 MB |
| Big_Data/Tableau_10_for_Data_Scientists/3_2._Connect_and_Extract_Data/Connect_to_data.mp4 |
5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/3_2._Connect_and_Extract_Data/Extract_-_Challenge.mp4 |
1.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/3_2._Connect_and_Extract_Data/Extract_-_Solution.mp4 |
3.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/3_2._Connect_and_Extract_Data/Filter_extract.mp4 |
8.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/3_2._Connect_and_Extract_Data/How_to_create_a_data_extract.mp4 |
6.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Clean_and_prep_your_data.mp4 |
7.3 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Cross_database_joins.mp4 |
6.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Join_-_Challenge.mp4 |
2 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Join_-_Solution.mp4 |
6.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Join_transformations.mp4 |
7.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Merge_data_using_unions.mp4 |
5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Pivoting_the_data.mp4 |
7.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/4_3._Transform_Data/Split_fields.mp4 |
6.6 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/Analytics_-_Challenge.mp4 |
1.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/Analytics_-_Solution.mp4 |
3.2 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/Colors_to_highlight_data.mp4 |
8.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/Cross-database_filtering.mp4 |
4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/The_Analytics_pane.mp4 |
7.6 MB |
| Big_Data/Tableau_10_for_Data_Scientists/5_4._Analytics/Visual_highlighter.mp4 |
3.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/6_5._Map_Your_Data/Create_custom_territories.mp4 |
5.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/6_5._Map_Your_Data/Create_new_maps_using_MapBox.mp4 |
8.2 MB |
| Big_Data/Tableau_10_for_Data_Scientists/6_5._Map_Your_Data/Mapping_-_Challenge.mp4 |
1.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/6_5._Map_Your_Data/Mapping_-_Solution.mp4 |
3.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/6_5._Map_Your_Data/When_to_map_your_data.mp4 |
8.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Create_calculations_based_on_a_parameter.mp4 |
6.5 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Create_dynamic_reference_lines.mp4 |
7.2 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Dynamic_dimension_and_measure_selector.mp4 |
5.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Dynamic_sheet_selection_using_parameters.mp4 |
6.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Parameters_-_Challenge.mp4 |
1.6 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Parameters_-_Solution.mp4 |
5.3 MB |
| Big_Data/Tableau_10_for_Data_Scientists/7_6._Parameters/Top_N_analysis.mp4 |
3.4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Dashboard_-_Challenge.mp4 |
1.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Dashboard_-_Solution.mp4 |
9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Dashboard_layout_tips.mp4 |
8.9 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Device-specific_dashboards.mp4 |
5.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Filter_actions.mp4 |
9.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Formats.mp4 |
5.8 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Highlight_actions.mp4 |
6.1 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Layout_containers.mp4 |
8.4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/Tooltips.mp4 |
6.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/8_7._Dashboard_Design/URL_actions.mp4 |
7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/9_8._Useful_Calculations/Calculate_time_durations.mp4 |
6.7 MB |
| Big_Data/Tableau_10_for_Data_Scientists/9_8._Useful_Calculations/Convert_strings_to_dates.mp4 |
4.4 MB |
| Big_Data/Tableau_10_for_Data_Scientists/9_8._Useful_Calculations/Create_an_initial_filter_from_a_surname.mp4 |
5.4 MB |
| Big_Data/The_Data_Science_of_Marketing/1_Introduction/Data_science_for_marketing.mp4 |
11.9 MB |
| Big_Data/The_Data_Science_of_Marketing/1_Introduction/Obtain_data.mp4 |
9.3 MB |
| Big_Data/The_Data_Science_of_Marketing/1_Introduction/Welcome.mp4 |
31.8 MB |
| Big_Data/The_Data_Science_of_Marketing/2_1._Software_Installation/Install_Python.mp4 |
7.2 MB |
| Big_Data/The_Data_Science_of_Marketing/2_1._Software_Installation/Install_R.mp4 |
6.5 MB |
| Big_Data/The_Data_Science_of_Marketing/2_1._Software_Installation/Install_Tableau.mp4 |
4.1 MB |
| Big_Data/The_Data_Science_of_Marketing/2_1._Software_Installation/Orientation_to_UI_for_R_Python_and_Tableau.mp4 |
17.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/10_Conclusion/Next_steps.mp4 |
23.7 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/1_Introduction/Welcome.mp4 |
36.1 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/1_Introduction/What_you_should_know_before_watching_this_course.mp4 |
1.2 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/2_1._What_Is_Data_Mining_and_Predictive_Analytics/A_definition_of_data_mining.mp4 |
1.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/2_1._What_Is_Data_Mining_and_Predictive_Analytics/Introduction.mp4 |
5.7 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/2_1._What_Is_Data_Mining_and_Predictive_Analytics/What_are_the_essential_elements.mp4 |
34.7 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/2_1._What_Is_Data_Mining_and_Predictive_Analytics/What_s_data_mining_and_predictive_analytics.mp4 |
3.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/3_2._Problem_Definition/Determine_the_business_objective.mp4 |
3.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/3_2._Problem_Definition/Estimate_the_return_on_investment.mp4 |
5.2 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/3_2._Problem_Definition/Identify_an_intervention_strategy.mp4 |
1.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/3_2._Problem_Definition/Introduction.mp4 |
16.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/3_2._Problem_Definition/Program_management.mp4 |
5.6 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Customer_footprint.mp4 |
3.6 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Flat_file.mp4 |
2.6 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Introduction.mp4 |
22.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Select_the_data_for_modeling.mp4 |
7.3 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Understand_data_construction.mp4 |
10.1 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Understand_integration.mp4 |
5.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/4_3._Data_Requirements/Understand_your_target.mp4 |
3.6 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/5_4._Resources_You_ll_Need/Assess_team_requirements.mp4 |
9.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/5_4._Resources_You_ll_Need/Budget_time.mp4 |
3.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/5_4._Resources_You_ll_Need/Introduction.mp4 |
12 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/5_4._Resources_You_ll_Need/Understand_data_mining_algorithms.mp4 |
5.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/5_4._Resources_You_ll_Need/Work_with_subject_matter_experts.mp4 |
5.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/6_5._Problems_You_ll_Face/Deal_with_missing_data.mp4 |
5.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/6_5._Problems_You_ll_Face/Degrade_models.mp4 |
8.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/6_5._Problems_You_ll_Face/Introduction.mp4 |
15.6 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/6_5._Problems_You_ll_Face/Resolve_organizational_resistance.mp4 |
5 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/7_6._Finding_the_Solution/Construct_proof.mp4 |
4.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/7_6._Finding_the_Solution/Introduction.mp4 |
21.3 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/7_6._Finding_the_Solution/Search_the_solution_space.mp4 |
5.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/7_6._Finding_the_Solution/Trial_and_error.mp4 |
4.2 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/7_6._Finding_the_Solution/Unexpected_results.mp4 |
4.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Introduction.mp4 |
15.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Master_documentation.mp4 |
5.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Time_to_deploy.mp4 |
1.7 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Understand_metamodeling.mp4 |
4.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Understand_propensity.mp4 |
3.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/8_7._Putting_the_Solution_to_Work/Understand_reproducibility.mp4 |
4.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Introduction.mp4 |
16.2 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understand_law_3.mp4 |
6.9 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understand_law_9.mp4 |
3 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understand_laws_1_and_2.mp4 |
3.4 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understand_laws_4_and_5.mp4 |
6.1 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understand_laws_6_7_and_8.mp4 |
9.8 MB |
| Big_Data/The_Essential_Elements_of_Predictive_Analytics_and_Data_Mining/9_8._CRISP-DM_and_the_Nine_Laws/Understanding_CRISP-DM.mp4 |
6.4 MB |
| Big_Data/Twelve_Myths_About_Data_Science/0_Introduction/Welcome.mp4 |
6.8 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_can_be_handled_by_data_scientists.mp4 |
6.8 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_is_cheap.mp4 |
7.8 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_is_necessary.mp4 |
8.6 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_is_one_thing.mp4 |
8 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_is_the_IT_team_s_job.mp4 |
5.1 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_systems_are_fast.mp4 |
8.5 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_will_be_easy_to_set_up.mp4 |
8.4 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_will_eliminate_the_need_for_X.mp4 |
6.3 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_will_instantly_yield_great_insights.mp4 |
4.1 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_will_make_analytics_easier.mp4 |
3.2 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/Big_data_will_replace_my_relational_databases.mp4 |
5.5 MB |
| Big_Data/Twelve_Myths_About_Data_Science/1_1._Twelve_Myths/My_dev_team_shouldn_t_care_about_big_data.mp4 |
4.7 MB |
| Big_Data/Twelve_Myths_About_Data_Science/2_Conclusion/Next_steps.mp4 |
3.5 MB |
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