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| | | 001 Course Introduction.mp4 | 27.75 MB |
| | | 002 Walk-through of a data science project.mp4 | 46.88 MB |
| | | 003 Starting with R and data.mp4 | 93.44 MB |
| | | 001 Mapping Business to Machine Learning Tasks.mp4 | 45.09 MB |
| | | 002 Validating Models.mp4 | 112.59 MB |
| | | 003 Naive Bayes background.mp4 | 77.77 MB |
| | | 004 Naive Bayes practice.mp4 | 98.19 MB |
| | | 005 Linear Regression background.mp4 | 159 MB |
| | | 006 Linear Regression practice.mp4 | 142.75 MB |
| | | 007 Logistic Regression background.mp4 | 61.62 MB |
| | | 008 Logistic Regression practice.mp4 | 117.33 MB |
| | | 009 Decision Trees and Random Forest background.mp4 | 55.96 MB |
| | | 010 Random Forest practice.mp4 | 76.62 MB |
| | | 001 Loading Data in R.mp4 | 86.57 MB |
| | | 002 Visualizing Data.mp4 | 109.44 MB |
| | | 003 Missing Values.mp4 | 99.65 MB |
| | | 004 The Shape of Data.mp4 | 141.71 MB |
| | | 005 Dealing with Categorical Variables.mp4 | 138.54 MB |
| | | 006 Useful Data Transformations.mp4 | 109.89 MB |
| | | 001 Recommended Books.mp4 | 43.17 MB |
| | | 002 Further Topics.mp4 | 108.92 MB |
| | | 003 Next Steps.mp4 | 15.62 MB |