Name                                                                            Size  
 Parent Directory                                                                  -   
 7. Feature Engineering.mp4                                                      159M  
 8. Turning Data Into Numbers.mp4                                                146M  
 20. Feature Importance.mp4                                                      142M  
 18. Preproccessing Our Data.mp4                                                 139M  
 5. Exploring Our Data.mp4                                                       138M  
 9. Filling Missing Numerical Values.mp4                                         106M  
 14. Custom Evaluation Function.mp4                                              103M  
 3. Project Environment Setup.mp4                                                101M  
 15. Reducing Data.mp4                                                            93M  
 16. RandomizedSearchCV.mp4                                                       86M  
 4. Step 1~4 Framework Setup.mp4                                                  86M  
 12. Splitting Data.mp4                                                           83M  
 17. Improving Hyperparameters.mp4                                                79M  
 19. Making Predictions.mp4                                                       79M  
 10. Filling Missing Categorical Values.mp4                                       67M  
 11. Fitting A Machine Learning Model.mp4                                         56M  
 6. Exploring Our Data 2.mp4                                                      52M  
 2. Project Overview.mp4                                                          33M  
 1. Section Overview.mp4                                                         9.0M  
 8. Turning Data Into Numbers.srt                                                 22K  
 7. Feature Engineering.srt                                                       22K  
 5. Exploring Our Data.srt                                                        20K  
 18. Preproccessing Our Data.srt                                                  18K  
 20. Feature Importance.srt                                                       17K  
 9. Filling Missing Numerical Values.srt                                          17K  
 14. Custom Evaluation Function.srt                                               16K  
 3. Project Environment Setup.srt                                                 16K  
 15. Reducing Data.srt                                                            15K  
 12. Splitting Data.srt                                                           14K  
 16. RandomizedSearchCV.srt                                                       13K  
 4. Step 1~4 Framework Setup.srt                                                  12K  
 19. Making Predictions.srt                                                       11K  
 10. Filling Missing Categorical Values.srt                                       11K  
 17. Improving Hyperparameters.srt                                                11K  
 11. Fitting A Machine Learning Model.srt                                         10K  
 6. Exploring Our Data 2.srt                                                     8.6K  
 2. Project Overview.srt                                                         6.7K  
 1. Section Overview.srt                                                         1.8K  
 13. Challenge What's wrong with splitting data after filling it.html            1.5K  
 20.2 End-to-end Bluebook Bulldozer Regression Notebook (same as in videos).html 214   
 2.2 End-to-end Bluebook Bulldozer Regression Notebook (same as in videos).html  214   
 20.1 End-to-end Bluebook Bulldozer Regression Notebook (with annotations).html  208   
 2.1 End-to-end Bluebook Bulldozer Regression Notebook (with annotations).html   208   
 2.4 Structured Data Projects on GitHub.html                                     155   
 9.1 Pandas Categorical Datatype Documentation.html                              143   
 2.3 Kaggle Bluebook for Bulldozers Competition.html                             118