Feature engineering is invaluable for developing and enriching your machine learning models. In this book, you will work with the best Python tools to streamline your feature engineering pipelines, ...

With the help of numerous open source Python libraries, you'll learn how to implement each feature engineering method in a performant, reproducible, and elegant manner. By the end of this Python book, ...

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Streamline data preprocessing and feature engineering in your machine learning project with this third edition of the Python Feature Engineering Cookbook to make your data preparation more efficient.

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python libraries Key Features Learn and implement feature engineering best ...

Featuretools is an open-source Python library designed for automated feature engineering. It was developed by the Feature Labs. It enables the creation of new features from several related data tables ...

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Specifically, dotData's Python library, ... Compared to manual feature engineering, AutoFE analyzes more data in a shorter period of time in order to find the most relevant features.