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Checked by:
Category:
Language:
English
Total Size:
254.6 MB
Info Hash:
14C5A8EB3130DA9077819CB63EE2E5509A9BE032
Added By:
Added:
April 25, 2024, 5:52 a.m.
Stats:
|
(Last updated: May 10, 2025, 7:22 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 181 bytes |
| 01 - Applied ML Feature engineering.mp4 | 4.2 MB |
| 01 - Applied ML Feature engineering.srt | 1.5 KB |
| 02 - What you should know.mp4 | 5.3 MB |
| 02 - What you should know.srt | 2.1 KB |
| 01 - Imputation.mp4 | 11.6 MB |
| 01 - Imputation.srt | 8.1 KB |
| 02 - Filling in missing values.mp4 | 12.3 MB |
| 02 - Filling in missing values.srt | 9.4 KB |
| 03 - Binning.mp4 | 13.9 MB |
| 03 - Binning.srt | 10.8 KB |
| 04 - Log transform.mp4 | 13.6 MB |
| 04 - Log transform.srt | 10.9 KB |
| 05 - Scaling.mp4 | 5.2 MB |
| 05 - Scaling.srt | 3.8 KB |
| 06 - Challenge Basic techniques.mp4 | 2.9 MB |
| 06 - Challenge Basic techniques.srt | 2.6 KB |
| 07 - Solution Basic techniques.mp4 | 11.5 MB |
| 07 - Solution Basic techniques.srt | 9.6 KB |
| 01 - One hot encoding.mp4 | 20.5 MB |
| 01 - One hot encoding.srt | 12.0 KB |
| 02 - Hashing encoder.mp4 | 5.6 MB |
| 02 - Hashing encoder.srt | 4.6 KB |
| 03 - Mean target encoding.mp4 | 7.0 MB |
| 03 - Mean target encoding.srt | 3.9 KB |
| 04 - Challenge Categorical.mp4 | 775.5 KB |
| 04 - Challenge Categorical.srt | 716 bytes |
| 05 - Solution Categorical.mp4 | 13.7 MB |
| 05 - Solution Categorical.srt | 8.4 KB |
| 01 - PCA.mp4 | 7.0 MB |
| 01 - PCA.srt | 4.4 KB |
| 02 - Feature aggregation.mp4 | 5.7 MB |
| 02 - Feature aggregation.srt | 3.4 KB |
| 03 - TFIDF.mp4 | 16.1 MB |
| 03 - TFIDF.srt | 7.7 KB |
| 04 - Text embeddings.mp4 | 10.3 MB |
| 04 - Text embeddings.srt | 6.3 KB |
| 05 - Challenge Feature extraction.mp4 | 499.0 KB |
| 05 - Challenge Feature extraction.srt | 389 bytes |
| 06 - Solution Feature extraction.mp4 | 4.5 MB |
| 06 - Solution Feature extraction.srt | 3.0 KB |
| 01 - Extracting date components.mp4 | 2.0 MB |
| 01 - Extracting date components.srt | 1.4 KB |
| 02 - Seasonality and trend decomposition.mp4 | 14.9 MB |
| 02 - Seasonality and trend decomposition.srt | 10.0 KB |
| 03 - Challenge Temporal features.mp4 | 3.4 MB |
| 03 - Challenge Temporal features.srt | 2.5 KB |
| 04 - Solution Temporal features.mp4 | 21.3 MB |
| 04 - Solution Temporal features.srt | 12.3 KB |
| 01 - Importance and weights.mp4 | 19.9 MB |
| 01 - Importance and weights.srt | 14.1 KB |
| 02 - Recursive feature elimination.mp4 | 6.0 MB |
| 02 - Recursive feature elimination.srt | 3.8 KB |
| 03 - Adding a random column.mp4 | 3.3 MB |
| 03 - Adding a random column.srt | 2.5 KB |
| 04 - Challenge Feature selection.mp4 | 602.0 KB |
| 04 - Challenge Feature selection.srt | 482 bytes |
| 05 - Solution Feature selection.mp4 | 9.9 MB |
| 05 - Solution Feature selection.srt | 4.6 KB |
| 01 - Next steps.mp4 | 1.2 MB |
| 01 - Next steps.srt | 1010 bytes |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
-
267.9 MB
[5
/
6]
2024-04-25
| Uploaded by FreeCourseWeb | Size 267.9 MB | Health [ 5 /6 ] | Added 2024-04-25 |
-
254.6 MB
[10
/
7]
2024-04-25
| Uploaded by freecoursewb | Size 254.6 MB | Health [ 10 /7 ] | Added 2024-04-25 |
-
640.1 MB
[11
/
0]
2023-10-25
| Uploaded by freecoursewb | Size 640.1 MB | Health [ 11 /0 ] | Added 2023-10-25 |
-
881.1 MB
[4
/
8]
2023-06-02
| Uploaded by SunRiseZone | Size 881.1 MB | Health [ 4 /8 ] | Added 2023-06-02 |
NOTE
SOURCE: Applied Machine Learning Feature Engineering 2024
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COVER
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MEDIAINFO
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