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Chapter 1: Introduction to FeatureEngineering
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Chapter 2: Feature Understanding – What'sin My Dataset?
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Chapter 3: Feature Improvement - CleaningDatasets
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Chapter 4: Feature Construction
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Chapter 5: Feature Selection
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Chapter 6: Feature Transformations
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Chapter 7: Feature Learning
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Chapter 8: Case Studies
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