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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| 01 - Applied ML Feature engineering.mp4 |
4.17MB |
| 01 - Applied ML Feature engineering.srt |
1.52KB |
| 01 - Extracting date components.mp4 |
2.02MB |
| 01 - Extracting date components.srt |
1.39KB |
| 01 - Importance and weights.mp4 |
19.89MB |
| 01 - Importance and weights.srt |
14.11KB |
| 01 - Imputation.mp4 |
11.58MB |
| 01 - Imputation.srt |
8.07KB |
| 01 - Next steps.mp4 |
1.16MB |
| 01 - Next steps.srt |
1010B |
| 01 - One hot encoding.mp4 |
20.48MB |
| 01 - One hot encoding.srt |
11.95KB |
| 01 - PCA.mp4 |
7.04MB |
| 01 - PCA.srt |
4.40KB |
| 02 - Feature aggregation.mp4 |
5.74MB |
| 02 - Feature aggregation.srt |
3.36KB |
| 02 - Filling in missing values.mp4 |
12.25MB |
| 02 - Filling in missing values.srt |
9.40KB |
| 02 - Hashing encoder.mp4 |
5.56MB |
| 02 - Hashing encoder.srt |
4.56KB |
| 02 - Recursive feature elimination.mp4 |
5.96MB |
| 02 - Recursive feature elimination.srt |
3.83KB |
| 02 - Seasonality and trend decomposition.mp4 |
14.94MB |
| 02 - Seasonality and trend decomposition.srt |
10.00KB |
| 02 - What you should know.mp4 |
5.34MB |
| 02 - What you should know.srt |
2.07KB |
| 03 - Adding a random column.mp4 |
3.30MB |
| 03 - Adding a random column.srt |
2.52KB |
| 03 - Binning.mp4 |
13.87MB |
| 03 - Binning.srt |
10.82KB |
| 03 - Challenge Temporal features.mp4 |
3.44MB |
| 03 - Challenge Temporal features.srt |
2.48KB |
| 03 - Mean target encoding.mp4 |
7.04MB |
| 03 - Mean target encoding.srt |
3.86KB |
| 03 - TFIDF.mp4 |
16.05MB |
| 03 - TFIDF.srt |
7.69KB |
| 04 - Challenge Categorical.mp4 |
775.51KB |
| 04 - Challenge Categorical.srt |
716B |
| 04 - Challenge Feature selection.mp4 |
601.99KB |
| 04 - Challenge Feature selection.srt |
482B |
| 04 - Log transform.mp4 |
13.57MB |
| 04 - Log transform.srt |
10.87KB |
| 04 - Solution Temporal features.mp4 |
21.32MB |
| 04 - Solution Temporal features.srt |
12.31KB |
| 04 - Text embeddings.mp4 |
10.26MB |
| 04 - Text embeddings.srt |
6.32KB |
| 05 - Challenge Feature extraction.mp4 |
498.99KB |
| 05 - Challenge Feature extraction.srt |
389B |
| 05 - Scaling.mp4 |
5.16MB |
| 05 - Scaling.srt |
3.82KB |
| 05 - Solution Categorical.mp4 |
13.66MB |
| 05 - Solution Categorical.srt |
8.39KB |
| 05 - Solution Feature selection.mp4 |
9.88MB |
| 05 - Solution Feature selection.srt |
4.64KB |
| 06 - Challenge Basic techniques.mp4 |
2.87MB |
| 06 - Challenge Basic techniques.srt |
2.58KB |
| 06 - Solution Feature extraction.mp4 |
4.55MB |
| 06 - Solution Feature extraction.srt |
3.00KB |
| 07 - Solution Basic techniques.mp4 |
11.52MB |
| 07 - Solution Basic techniques.srt |
9.62KB |
| Bonus Resources.txt |
386B |
| Get Bonus Downloads Here.url |
181B |