Tutorial 2 End to End Machine Learning Project Part 2
Tutorial 2 End to End Machine Learning Project Part 2
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Feature Scaling and Transformations
ML does not perform well if feature are of different scale.
Two ways to get all attributes on same scale.
1. min-max scaling - Normalization
2. Standardization
What to do if feature is heavy-tailed?
Custom Transformers
Transformation Pipelines
To handle both numerical and categorical together
#Day-20 to Machine Learning Mastery