Hands-On Machine Learning with Python and Scikit-Learn

Hands-On Machine Learning with Python and Scikit-Learn

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Hands-On Machine Learning with Python and Scikit-Learn

Hands-On Machine Learning with Python and Scikit-Learn, Develop and apply the best machine learning practices using the powerful features of Python and scikit-learn

Created by Packt Publishing

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What you'll learn
  • Split data effectively using the Scikit-Learn package
  • Explore, organize, manipulate, and analyze your data (including some visual and descriptive statistics techniques)
  • Enhance your model performance using cross-validation
  • Build and design model pipelines using Scikit-Learn paired with your custom transformers
  • Tune and optimize hyperparameters to select the best model for the job
  • Persist a model for use in production

Requirements
  • A basic familiarity with, or exposure to, some level of statistics is recommended, but not required.

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