ENGLISH

Python. 70 recipes for creating engineering and transforming features to build machine learning models

By David Markus

Book information

Publisher
ProVersus
Language
english
Format
PDF
Filesize
7 MB (7305406 bytes)
Series
1
Volume
1
Pages
363\363
Time added
2021-01-25 06:19:49

Description

Python Feature Engineering Cookbook covers well-demonstrated recipes focused on solutions that will assist machine learning teams in identifying and extracting features to develop highly optimized and enriched machine learning models. This book includes recipes to extract and transform features from structured datasets, time series, transactions data and text. It includes recipes concerned with automating the feature engineering process, along with the widest arsenal of tools for categorical variable encoding, missing data imputation and variable discretization. Further, it provides different strategies of feature transformation, such as Box-Cox transform and other mathematical operations and includes the use of decision trees to combine existing features into new ones. Each of these recipes is demonstrated in practical terms with the help of NumPy, SciPy, pandas, scikit learn, Featuretools and Feature-engine in Python.

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