[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)

Creation Time	Sept. 9, 2024, 8:30 p.m.
Last Access Time	Feb. 4, 2025, 12:35 a.m.
File Size	254.6 MB
Keywords	Applied 2024 CourseWikia - Feature Machine Engineering Learning com
Total Requests	107
Total Files	62
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~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.mp4 21.3 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.mp4 20.5 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.mp4 19.9 MB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.mp4 16.1 MB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.mp4 14.9 MB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.mp4 13.9 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.mp4 13.7 MB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.mp4 13.6 MB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.mp4 12.3 MB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.mp4 11.6 MB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.mp4 11.5 MB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.mp4 10.3 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.mp4 9.9 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.mp4 7.0 MB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.mp4 7.0 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.mp4 6.0 MB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.mp4 5.7 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.mp4 5.6 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 5.3 MB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.mp4 5.2 MB
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.mp4 4.5 MB
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.mp4 4.2 MB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.mp4 3.4 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.mp4 3.3 MB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.mp4 2.9 MB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.mp4 2.0 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4 1.2 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.mp4 775.5 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.mp4 602.0 KB
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.mp4 499.0 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.srt 14.1 KB
~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.srt 12.3 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.srt 12.0 KB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.srt 10.9 KB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.srt 10.8 KB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.srt 10.0 KB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.srt 9.6 KB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.srt 9.4 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.srt 8.4 KB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.srt 8.1 KB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.srt 7.7 KB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.srt 6.3 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.srt 4.6 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.srt 4.6 KB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.srt 4.4 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.srt 3.9 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.srt 3.8 KB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.srt 3.8 KB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.srt 3.4 KB
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.srt 3.0 KB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.srt 2.6 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.srt 2.5 KB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.srt 2.5 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt 2.1 KB
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.srt 1.5 KB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.srt 1.4 KB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt 1010 bytes
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.srt 716 bytes
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.srt 482 bytes
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.srt 389 bytes
~Get Your Files Here !/Bonus Resources.txt 386 bytes
Get Bonus Downloads Here.url 181 bytes

[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)

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