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

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~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.mp4 22.4 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.mp4 21.5 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.mp4 20.9 MB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.mp4 16.8 MB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.mp4 15.7 MB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.mp4 14.5 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.mp4 14.3 MB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.mp4 14.2 MB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.mp4 12.8 MB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.mp4 12.1 MB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.mp4 12.1 MB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.mp4 10.8 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.mp4 10.4 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.mp4 7.4 MB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.mp4 7.4 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.mp4 6.2 MB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.mp4 6.0 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.mp4 5.8 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 5.6 MB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.mp4 5.4 MB

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