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Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models

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, feature engineering techniques and simplify and improve the quality of your code.

Detalles Bibliográficos
Autor principal: Galli, Soledad
Lenguaje:eng
Publicado: Packt Publishing, Limited 2020
Materias:
Acceso en línea:http://cds.cern.ch/record/2716635
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author Galli, Soledad
author_facet Galli, Soledad
author_sort Galli, Soledad
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description 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, feature engineering techniques and simplify and improve the quality of your code.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
publisher Packt Publishing, Limited
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spelling cern-27166352021-04-21T18:08:46Zhttp://cds.cern.ch/record/2716635engGalli, SoledadPython feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning modelsComputing and ComputersFeature 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, feature engineering techniques and simplify and improve the quality of your code.Packt Publishing, Limitedoai:cds.cern.ch:27166352020
spellingShingle Computing and Computers
Galli, Soledad
Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title_full Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title_fullStr Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title_full_unstemmed Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title_short Python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
title_sort python feature engineering cookbook: over 70 recipes for creating, engineering, and transforming features to build machine learning models
topic Computing and Computers
url http://cds.cern.ch/record/2716635
work_keys_str_mv AT gallisoledad pythonfeatureengineeringcookbookover70recipesforcreatingengineeringandtransformingfeaturestobuildmachinelearningmodels