Applied Machine Learning Feature Engineering 2024

Applied Machine Learning Feature Engineering 2024
     Get Bonus Downloads Here.url -


     01 - Applied ML Feature engineering.mp4 -


     01 - Applied ML Feature engineering.srt -


     02 - What you should know.mp4 -


     02 - What you should know.srt -


     01 - Imputation.mp4 -


     01 - Imputation.srt -


     02 - Filling in missing values.mp4 -


     02 - Filling in missing values.srt -


     03 - Binning.mp4 -


     03 - Binning.srt -


     04 - Log transform.mp4 -


     04 - Log transform.srt -


     05 - Scaling.mp4 -


     05 - Scaling.srt -


     06 - Challenge Basic techniques.mp4 -


     06 - Challenge Basic techniques.srt -


     07 - Solution Basic techniques.mp4 -


     07 - Solution Basic techniques.srt -


     01 - One hot encoding.mp4 -


     01 - One hot encoding.srt -


     02 - Hashing encoder.mp4 -


     02 - Hashing encoder.srt -


     03 - Mean target encoding.mp4 -


     03 - Mean target encoding.srt -


     04 - Challenge Categorical.mp4 -


     04 - Challenge Categorical.srt -


     05 - Solution Categorical.mp4 -


     05 - Solution Categorical.srt -


     01 - PCA.mp4 -


     01 - PCA.srt -


     02 - Feature aggregation.mp4 -


     02 - Feature aggregation.srt -


     03 - TFIDF.mp4 -


     03 - TFIDF.srt -


     04 - Text embeddings.mp4 -


     04 - Text embeddings.srt -


     05 - Challenge Feature extraction.mp4 -


     05 - Challenge Feature extraction.srt -


     06 - Solution Feature extraction.mp4 -


     06 - Solution Feature extraction.srt -


     01 - Extracting date components.mp4 -


     01 - Extracting date components.srt -


     02 - Seasonality and trend decomposition.mp4 -


     02 - Seasonality and trend decomposition.srt -


     03 - Challenge Temporal features.mp4 -


     03 - Challenge Temporal features.srt -


     04 - Solution Temporal features.mp4 -


     04 - Solution Temporal features.srt -


     01 - Importance and weights.mp4 -


     01 - Importance and weights.srt -


     02 - Recursive feature elimination.mp4 -


     02 - Recursive feature elimination.srt -


     03 - Adding a random column.mp4 -


     03 - Adding a random column.srt -


     04 - Challenge Feature selection.mp4 -


     04 - Challenge Feature selection.srt -


     05 - Solution Feature selection.mp4 -


     05 - Solution Feature selection.srt -


     01 - Next steps.mp4 -


     01 - Next steps.srt -


     Bonus Resources.txt -

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