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

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