Python Feature Engineering Cookbook: A complete guide to crafting powerful features for your machine learning models - Softcover

Galli, Soledad

 
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Synopsis

Leverage the power of Python to build real-world feature engineering and machine learning pipelines ready to be deployed to production

Key Features

  • Craft powerful features from tabular, transactional, and time-series data
  • Develop efficient and reproducible real-world feature engineering pipelines
  • Optimize data transformation and save valuable time
  • Purchase of the print or Kindle book includes a free PDF eBook

Book Description

Streamline data preprocessing and feature engineering in your machine learning project with this third edition of the...

About the Author

Soledad Galli is a bestselling data science instructor, author, and open-source Python developer. As the leading instructor at Train in Data, she teaches intermediate and advanced courses in machine learning that have enrolled over 64,000 students worldwide and continue to receive positive reviews. Sole is also the developer and maintainer of the Python open-source library Feature-engine, which provides an extensive array of methods for feature engineering and selection....

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