parent topic: Python and Data Science
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Python and Data Science: Supervised Learning with scikit-learn

  • Supervised learning in scikit-learn
  • Example: iris classification in scikit-learn
  • Example: digit recognition
  • Preparing data
  • Pipelines
  • Saving and loading models
  • Supervised learning algorithms in scikit-learn
  • Linear regression with scikit-learn
  • Polynomial regression with scikit-learn
  • Regression via a neural network
  • Validation
  • Abstraction
  • Example: labeled faces with scikit-learn
  • Exercises and datasets