Machine Learning
Feature engineering
Encoding categoricals, scaling, interactions, time and text features.
5 lessons
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Lessons in sequence
Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Encoding categorical features
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Lesson 2 of 5
Scaling and binning
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Lesson 3 of 5
Interaction features
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Lesson 4 of 5
Time-based features
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Lesson 5 of 5
Text features