| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/002 Validating Models.mp4 |
112.6 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/015 Evaluating Models.mp4 |
141.4 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/TestTrainExample.Rproj |
257 B |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/009 Decision Trees and Random Forest background.mp4 |
56 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/TestTrainSplit.Rmd |
2 KB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/007 Logistic Regression background.mp4 |
61.6 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/006 Linear Regression practice.mp4 |
142.8 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/005 Linear Regression background.mp4 |
159 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/013 Gradient Boosting.mp4 |
70.7 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/008 Logistic Regression practice.mp4 |
117.3 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/001 Mapping Business to Machine Learning Tasks.mp4 |
45.1 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/004 Naive Bayes practice.mp4 |
98.2 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/salaryData.rds |
12 KB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/011 Generalized Additive Models.mp4 |
58.2 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/010 Random Forest practice.mp4 |
76.6 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/Examples.R |
3 KB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/012 Support Vector Machines.mp4 |
143.4 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/003 Naive Bayes background.mp4 |
77.8 MB |
| Udemy - Introduction to Data Science/02 Modeling and Machine Learning/014 Regularization for Linear and Logistic Regression.mp4 |
67.3 MB |
| Udemy - Introduction to Data Science/04 Moving On/001 Recommended Books.mp4 |
43.2 MB |
| Udemy - Introduction to Data Science/04 Moving On/003 Next Steps.mp4 |
15.6 MB |
| Udemy - Introduction to Data Science/04 Moving On/002 Further Topics.mp4 |
108.9 MB |
| Udemy - Introduction to Data Science/01 Course Overview/homedata_lesson1_clean.rds |
1 KB |
| Udemy - Introduction to Data Science/01 Course Overview/Sec1_Lesson1_Walkthru.Rmd |
2 KB |
| Udemy - Introduction to Data Science/01 Course Overview/003 Starting with R and data.mp4 |
93.4 MB |
| Udemy - Introduction to Data Science/01 Course Overview/homedata_lesson1_dirty.rds |
1 KB |
| Udemy - Introduction to Data Science/01 Course Overview/002 Walk-through of a data science project.mp4 |
46.9 MB |
| Udemy - Introduction to Data Science/01 Course Overview/001 Course Introduction.mp4 |
27.7 MB |
| Udemy - Introduction to Data Science/03 Data/002 Visualizing Data.mp4 |
109.4 MB |
| Udemy - Introduction to Data Science/03 Data/004 The Shape of Data.mp4 |
141.7 MB |
| Udemy - Introduction to Data Science/03 Data/005 Dealing with Categorical Variables.mp4 |
138.5 MB |
| Udemy - Introduction to Data Science/03 Data/003 Missing Values.mp4 |
99.6 MB |
| Udemy - Introduction to Data Science/03 Data/006 Useful Data Transformations.mp4 |
109.9 MB |
| Udemy - Introduction to Data Science/03 Data/001 Loading Data in R.mp4 |
86.6 MB |
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