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Soledad Galli, "Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models"
English | ISBN: 1804611301 | 2022 | 386 pages | EPUB | 11 MB
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 practices
Reinforce your learning with the help of multiple hands-on recipes
Build end-to-end feature engineering pipelines that are performant and reproducible
Book Description
Feature engineering, the process of transforming variables and creating features, albeit time-consuming, ensures that your machine learning models perform seamlessly. This second edition of Python Feature Engineering Cookbook will take the struggle out of feature engineering by showing you how to use open source Python libraries to accelerate the process via a plethora of practical, hands-on recipes.
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