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Feature Engineering Made Easy Sinan Ozdemir, Divya Susarla

ISBN: 978-1-78728-760-0

  • Identify and leverage different feature types
  • Clean features in data to improve predictive power
  • Understand why and how to perform feature selection, and model error analysis
  • Leverage domain knowledge to construct new features
  • Deliver features based on mathematical insights
  • Use machine-learning algorithms to construct features
  • Master feature engineering and optimization
  • Harness feature engineering for real-world applications through a structured case study ...

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