The Art of Feature Engineering

The Art of Feature Engineering
Author: Pablo Duboue
Publisher: Cambridge University Press
Total Pages: 287
Release: 2020-06-25
Genre: Computers
ISBN: 1108709389


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A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.


The Art of Feature Engineering
Language: en
Pages: 287
Authors: Pablo Duboue
Categories: Computers
Type: BOOK - Published: 2020-06-25 - Publisher: Cambridge University Press

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A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.
Feature Engineering for Machine Learning
Language: en
Pages: 218
Authors: Alice Zheng
Categories: Computers
Type: BOOK - Published: 2018-03-23 - Publisher: "O'Reilly Media, Inc."

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Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn t
Feature Engineering and Selection
Language: en
Pages: 266
Authors: Max Kuhn
Categories: Business & Economics
Type: BOOK - Published: 2019-07-25 - Publisher: CRC Press

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The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the mode
Python Feature Engineering Cookbook
Language: en
Pages: 364
Authors: Soledad Galli
Categories: Computers
Type: BOOK - Published: 2020-01-22 - Publisher: Packt Publishing Ltd

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Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries Key FeaturesDiscover
Feature Engineering Bookcamp
Language: en
Pages: 270
Authors: Sinan Ozdemir
Categories: Computers
Type: BOOK - Published: 2022-10-18 - Publisher: Simon and Schuster

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Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s practical case-studies reveal feature