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1. Section Overview.mp4 2024-07-08 14:27 9.0M
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1. Section Overview.srt 2024-07-08 14:27 1.8K
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2.1 End-to-end Bluebook Bulldozer Regression Notebook (with annotations).html 2024-07-08 13:40 208
2.2 End-to-end Bluebook Bulldozer Regression Notebook (same as in videos).html 2024-07-08 13:40 214
2.3 Kaggle Bluebook for Bulldozers Competition.html 2024-07-08 13:40 118
2.4 Structured Data Projects on GitHub.html 2024-07-08 13:40 155
2. Project Overview.mp4 2024-07-08 19:01 33M
2. Project Overview.srt 2024-07-08 13:40 6.7K
3. Project Environment Setup.mp4 2024-07-08 18:57 101M
3. Project Environment Setup.srt 2024-07-08 14:00 16K
4. Step 1~4 Framework Setup.mp4 2024-07-08 18:58 86M
4. Step 1~4 Framework Setup.srt 2024-07-08 13:57 12K
5. Exploring Our Data.mp4 2024-07-08 19:03 138M
5. Exploring Our Data.srt 2024-07-08 14:11 20K
6. Exploring Our Data 2.mp4 2024-07-08 18:11 52M
6. Exploring Our Data 2.srt 2024-07-08 18:11 8.6K
7. Feature Engineering.mp4 2024-07-08 19:04 159M
7. Feature Engineering.srt 2024-07-08 13:36 22K
8. Turning Data Into Numbers.mp4 2024-07-08 18:57 146M
8. Turning Data Into Numbers.srt 2024-07-08 14:14 22K
9.1 Pandas Categorical Datatype Documentation.html 2024-07-08 18:35 143
9. Filling Missing Numerical Values.mp4 2024-07-08 19:05 106M
9. Filling Missing Numerical Values.srt 2024-07-08 18:35 17K
10. Filling Missing Categorical Values.mp4 2024-07-08 18:39 67M
10. Filling Missing Categorical Values.srt 2024-07-08 18:24 11K
11. Fitting A Machine Learning Model.mp4 2024-07-08 18:41 56M
11. Fitting A Machine Learning Model.srt 2024-07-08 14:30 10K
12. Splitting Data.mp4 2024-07-08 18:54 83M
12. Splitting Data.srt 2024-07-08 18:54 14K
13. Challenge What's wrong with splitting data after filling it.html 2024-07-08 18:54 1.5K
14. Custom Evaluation Function.mp4 2024-07-08 18:54 103M
14. Custom Evaluation Function.srt 2024-07-08 18:54 16K
15. Reducing Data.mp4 2024-07-08 19:00 93M
15. Reducing Data.srt 2024-07-08 14:11 15K
16. RandomizedSearchCV.mp4 2024-07-08 18:51 86M
16. RandomizedSearchCV.srt 2024-07-08 14:06 13K
17. Improving Hyperparameters.mp4 2024-07-08 18:33 79M
17. Improving Hyperparameters.srt 2024-07-08 13:51 11K
18. Preproccessing Our Data.mp4 2024-07-08 18:49 139M
18. Preproccessing Our Data.srt 2024-07-08 14:04 18K
19. Making Predictions.mp4 2024-07-08 19:01 79M
19. Making Predictions.srt 2024-07-08 19:01 11K
20.1 End-to-end Bluebook Bulldozer Regression Notebook (with annotations).html 2024-07-08 17:48 208
20.2 End-to-end Bluebook Bulldozer Regression Notebook (same as in videos).html 2024-07-08 17:48 214
20. Feature Importance.mp4 2024-07-08 19:03 142M
20. Feature Importance.srt 2024-07-08 17:48 17K