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