Python Programming

Department of Computing | Imperial College London

book

Introduction to Scikit-learn

  • Chapter 1: Introduction
  • Chapter 2: Classification pipeline
    • [2.1] Classification
    • [2.2] Pipeline in scikit-learn
    • [2.3] The Iris dataset
  • Chapter 3: Understanding your data
  • Chapter 4: Understanding your features
  • Chapter 5: Preprocessing your features
  • Chapter 6: Classification
  • Chapter 7: Evaluation
  • Chapter 8: Cross-validation
  • Chapter 9: Summary

Chapter 2

Classification pipeline

Homer Simpson classifying apples

Rough estimated time needed
5-10 mins

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Department of Computing | Imperial College London