Name                                                                           Size  
 Parent Directory                                                                 -   
 9. Finding Patterns 3.mp4                                                      138M  
 20. Finding The Most Important Features.mp4                                    127M  
 14. Tuning Hyperparameters.mp4                                                 108M  
 4. Step 1~4 Framework Setup.mp4                                                106M  
 15. Tuning Hyperparameters 2.mp4                                               104M  
 13. TuningImproving Our Model.mp4                                              103M  
 3. Project Environment Setup.mp4                                               101M  
 8. Finding Patterns 2.mp4                                                      100M  
 11. Choosing The Right Models.mp4                                               96M  
 21. Reviewing The Project.srt                                                   86M  
 21. Reviewing The Project.mp4                                                   86M  
 5. Getting Our Tools Ready.mp4                                                  79M  
 10. Preparing Our Data For Machine Learning.mp4                                 73M  
 17. Evaluating Our Model.mp4                                                    72M  
 6. Exploring Our Data.mp4                                                       67M  
 19. Evaluating Our Model 3.mp4                                                  65M  
 7. Finding Patterns.mp4                                                         63M  
 16. Tuning Hyperparameters 3.srt                                                63M  
 16. Tuning Hyperparameters 3.mp4                                                63M  
 12. Experimenting With Machine Learning Models.mp4                              55M  
 18. Evaluating Our Model 2.mp4                                                  42M  
 2. Project Overview.mp4                                                         34M  
 1. Section Overview.mp4                                                         10M  
 20. Finding The Most Important Features.srt                                     22K  
 8. Finding Patterns 2.srt                                                       22K  
 9. Finding Patterns 3.srt                                                       19K  
 13. TuningImproving Our Model.srt                                               18K  
 4. Step 1~4 Framework Setup.srt                                                 17K  
 14. Tuning Hyperparameters.srt                                                  16K  
 17. Evaluating Our Model.srt                                                    15K  
 15. Tuning Hyperparameters 2.srt                                                15K  
 3. Project Environment Setup.srt                                                14K  
 7. Finding Patterns.srt                                                         13K  
 11. Choosing The Right Models.srt                                               13K  
 5. Getting Our Tools Ready.srt                                                  13K  
 10. Preparing Our Data For Machine Learning.srt                                 12K  
 19. Evaluating Our Model 3.srt                                                  12K  
 6. Exploring Our Data.srt                                                       11K  
 6.1 heart-disease.csv                                                           11K  
 2. Project Overview.srt                                                         10K  
 12. Experimenting With Machine Learning Models.srt                             9.6K  
 18. Evaluating Our Model 2.srt                                                 7.4K  
 1. Section Overview.srt                                                        3.1K  
 21.1 End-to-end Heart Disease Classification Notebook (same as in videos).html 207   
 2.3 End-to-end Heart Disease Classification Notebook (same as in videos).html  207   
 21.2 End-to-end Heart Disease Classification Notebook (with annotations).html  201   
 2.2 End-to-end Heart Disease Classification Notebook (with annotations).html   201   
 2.1 Structured Data Projects on GitHub.html                                    155