CourseWikia com Applied Machine Learning Feature Engineering 2024

CourseWikia com Applied Machine Learning Feature Engineering 2024

Name	[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	267.0 MB
Total Files	62
Last Seen	2025-07-19 00:09
Hash	14C5A8EB3130DA9077819CB63EE2E5509A9BE032

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Applied ML Feature engineering.mp4	4.4 MB
01 - Applied ML Feature engineering.srt	1.6 KB
02 - What you should know.mp4	5.6 MB
02 - What you should know.srt	2.1 KB
/.../02 - 1. Basic Techniques/
01 - Imputation.mp4	12.1 MB
01 - Imputation.srt	8.3 KB
02 - Filling in missing values.mp4	12.8 MB
02 - Filling in missing values.srt	9.6 KB
03 - Binning.mp4	14.5 MB
03 - Binning.srt	11.1 KB
04 - Log transform.mp4	14.2 MB
04 - Log transform.srt	11.1 KB
05 - Scaling.mp4	5.4 MB
05 - Scaling.srt	3.9 KB
06 - Challenge Basic techniques.mp4	3.0 MB
06 - Challenge Basic techniques.srt	2.6 KB
07 - Solution Basic techniques.mp4	12.1 MB
07 - Solution Basic techniques.srt	9.9 KB
/.../03 - 2. Categorical Encoding/
01 - One hot encoding.mp4	21.5 MB
01 - One hot encoding.srt	12.2 KB
02 - Hashing encoder.mp4	5.8 MB
02 - Hashing encoder.srt	4.7 KB
03 - Mean target encoding.mp4	7.4 MB
03 - Mean target encoding.srt	4.0 KB
04 - Challenge Categorical.mp4	794.1 KB
04 - Challenge Categorical.srt	0.7 KB
05 - Solution Categorical.mp4	14.3 MB
05 - Solution Categorical.srt	8.6 KB
/.../04 - 3. Feature Extraction/
01 - PCA.mp4	7.4 MB
01 - PCA.srt	4.5 KB
02 - Feature aggregation.mp4	6.0 MB
02 - Feature aggregation.srt	3.4 KB
03 - TFIDF.mp4	16.8 MB
03 - TFIDF.srt	7.9 KB
04 - Text embeddings.mp4	10.8 MB
04 - Text embeddings.srt	6.5 KB
05 - Challenge Feature extraction.mp4	511.0 KB
05 - Challenge Feature extraction.srt	0.4 KB
06 - Solution Feature extraction.mp4	4.8 MB
06 - Solution Feature extraction.srt	3.1 KB
/.../05 - 4. Temporal Features/
01 - Extracting date components.mp4	2.1 MB
01 - Extracting date components.srt	1.4 KB
02 - Seasonality and trend decomposition.mp4	15.7 MB
02 - Seasonality and trend decomposition.srt	10.2 KB
03 - Challenge Temporal features.mp4	3.6 MB
03 - Challenge Temporal features.srt	2.5 KB
04 - Solution Temporal features.mp4	22.4 MB
04 - Solution Temporal features.srt	12.6 KB
/.../06 - 5. Feature Evaluation/
01 - Importance and weights.mp4	20.9 MB
01 - Importance and weights.srt	14.5 KB
02 - Recursive feature elimination.mp4	6.2 MB
02 - Recursive feature elimination.srt	3.9 KB
03 - Adding a random column.mp4	3.5 MB
03 - Adding a random column.srt	2.6 KB
04 - Challenge Feature selection.mp4	616.4 KB
04 - Challenge Feature selection.srt	0.5 KB
05 - Solution Feature selection.mp4	10.4 MB
05 - Solution Feature selection.srt	4.8 KB
/07 - Conclusion/
01 - Next steps.mp4	1.2 MB
01 - Next steps.srt	1.0 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 62