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Python Feature Engineering Cookbook by Soledad Galli (44 results)
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Python Feature Engineering Cookbook: A complete guide to crafting powerful features for your machine learning models
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Python Feature Engineering Cookbook - Third Edition: A complete guide to crafting powerful features for your machine learning models
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Python Feature Engineering Cookbook - Third Edition: A complete guide to crafting powerful features for your machine learning models
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Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models, 2nd Edition
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Python Feature Engineering Cookbook - Second Edition: Over 70 recipes for creating, engineering, and transforming features to build machine learning m
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Python Feature Engineering Cookbook - Third Edition: A complete guide to crafting powerful features for your machine learning models (Paperback or Softback)
Published by Packt Publishing 8/30/2024, 2024
ISBN 10: 1835883583 ISBN 13: 9781835883587
Language: English
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Add to basketPaperback or Softback. Condition: New. Python Feature Engineering Cookbook - Third Edition: A complete guide to crafting powerful features for your machine learning models 1.49. Book.
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Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models
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Python Feature Engineering Cookbook - Second Edition: Over 70 recipes for creating, engineering, and transforming features to build machine learning m
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Python Feature Engineering Cookbook - Second Edition: Over 70 recipes for creating, engineering, and transforming features to build machine learning m (Paperback or Softback)
Published by Packt Publishing 10/31/2022, 2022
ISBN 10: 1804611301 ISBN 13: 9781804611302
Language: English
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Add to basketPaperback or Softback. Condition: New. Python Feature Engineering Cookbook - Second Edition: Over 70 recipes for creating, engineering, and transforming features to build machine learning m 1.46. Book.
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Python Feature Engineering Cookbook
Published by Packt Publishing Limited, GB, 2022
ISBN 10: 1804611301 ISBN 13: 9781804611302
Language: English
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Add to basketPaperback. Condition: New. Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature 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.This updated edition begins by addressing fundamental data challenges such as missing data and categorical values, before moving on to strategies for dealing with skewed distributions and outliers. The concluding chapters show you how to develop new features from various types of data, including text, time series, and relational databases. 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, you will have the tools and expertise needed to confidently build end-to-end and reproducible feature engineering pipelines that can be deployed into production.What you will learnImpute missing data using various univariate and multivariate methodsEncode categorical variables with one-hot, ordinal, and count encodingHandle highly cardinal categorical variablesTransform, discretize, and scale your variablesCreate variables from date and time with pandas and Feature-engineCombine variables into new featuresExtract features from text as well as from transactional data with FeaturetoolsCreate features from time series data with tsfreshWho this book is forThis book is for machine learning and data science students and professionals, as well as software engineers working on machine learning model deployment, who want to learn more about how to transform their data and create new features to train machine learning models in a better way.
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£ 42.58
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Python Feature Engineering Cookbook
Published by Packt Publishing (edition ), 2020
ISBN 10: 1789806313 ISBN 13: 9781789806311
Language: English
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Python Feature Engineering Cookbook
Published by Packt Publishing Limited, GB, 2022
ISBN 10: 1804611301 ISBN 13: 9781804611302
Language: English
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
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£ 60.30
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Add to basketPaperback. Condition: New. Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature 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.This updated edition begins by addressing fundamental data challenges such as missing data and categorical values, before moving on to strategies for dealing with skewed distributions and outliers. The concluding chapters show you how to develop new features from various types of data, including text, time series, and relational databases. 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, you will have the tools and expertise needed to confidently build end-to-end and reproducible feature engineering pipelines that can be deployed into production.What you will learnImpute missing data using various univariate and multivariate methodsEncode categorical variables with one-hot, ordinal, and count encodingHandle highly cardinal categorical variablesTransform, discretize, and scale your variablesCreate variables from date and time with pandas and Feature-engineCombine variables into new featuresExtract features from text as well as from transactional data with FeaturetoolsCreate features from time series data with tsfreshWho this book is forThis book is for machine learning and data science students and professionals, as well as software engineers working on machine learning model deployment, who want to learn more about how to transform their data and create new features to train machine learning models in a better way.
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Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models
Published by Packt Publishing - ebooks Account, 2020
ISBN 10: 1789806313 ISBN 13: 9781789806311
Language: English
paperback. Condition: Very Good. Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. .
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Python Feature Engineering Cookbook: Over 70 recipes for creating, engineering, and transforming features to build machine learning models
Published by Packt Publishing - ebooks Account -, 2020
ISBN 10: 1789806313 ISBN 13: 9781789806311
Language: English
paperback. Condition: Very Good. Shipped within 24 hours from our UK warehouse. Clean, undamaged book with no damage to pages and minimal wear to the cover. Spine still tight, in very good condition. Remember if you are not happy, you are covered by our 100% money back guarantee.
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Add to basketPaperback. Condition: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.63.
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Python Feature Engineering Cookbook
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Python Feature Engineering Cookbook: A complete guide to crafting powerful features for your machine learning models
Published by Packt Publishing Limited, 2024
ISBN 10: 1835883583 ISBN 13: 9781835883587
Language: English
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
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Python Feature Engineering Cookbook (Paperback or Softback)
Published by Packt Publishing 1/22/2020, 2020
ISBN 10: 1789806313 ISBN 13: 9781789806311
Language: English
£ 36.32
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Python Feature Engineering Cookbook
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