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Learning scikit-learn eBook (PDF)

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Chapters

Chapter 1: Getting started with scikit-learn
Chapter 2: Classification
Chapter 3: Dimensionality reduction (Feature selection)
Chapter 4: Feature selection
Chapter 5: Model selection
Chapter 6: Receiver Operating Characteristic (ROC)
Chapter 7: Regression

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