| O'Reilly - Jupyter Notebook for Data Science Teams/01. Introduction/01_01-Introduction And Course Overview.mp4 |
8.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/01. Introduction/01_02-About The Author.mp4 |
4 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/01. Introduction/01_03-How To Access Your Working Files.mp4 |
26.4 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp4 |
24.7 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp4 |
9.1 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_01-Standard Browser Use.mp4 |
15.2 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp4 |
26.3 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp4 |
33.4 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp4 |
20.7 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp4 |
27.5 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp4 |
30.7 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_08-Interactive Widgets.mp4 |
19.6 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp4 |
15.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp4 |
8.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp4 |
9.5 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp4 |
3.8 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/04. Sharing Notebooks With A Team/04_04-Version Control.mp4 |
20.6 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp4 |
3.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp4 |
13.1 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp4 |
13.6 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp4 |
5.4 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp4 |
15.8 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp4 |
28.7 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp4 |
19.8 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp4 |
25.8 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp4 |
31.5 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp4 |
40.4 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp4 |
58.1 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp4 |
34.6 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp4 |
27 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp4 |
35.2 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp4 |
43.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp4 |
41.9 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp4 |
37.3 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/07. Conclusion/07_01-Resources And Where To Go From Here.mp4 |
10.3 MB |
| O'Reilly - Jupyter Notebook for Data Science Teams/Working Files/Jupyter_Notebook_for_Data_Science_Teams_Working_Files.zip |
8.5 MB |
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