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Chapter 1: Introduction to Feature Engineering

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Page 1: Chapter 1: Introduction to Feature Engineering...nodes 5,000 length one-hot vector P(context= "Jupiter") p(context= I I dse") p(context=" math") p(context= I test")

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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