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
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.
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 for Machine Learning and Data Analytics
Language: en
Pages: 366
Authors: Guozhu Dong
Categories: Business & Economics
Type: BOOK - Published: 2018-03-14 - Publisher: CRC Press

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Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if th
Data Science Revealed
Language: en
Pages: 252
Authors: Tshepo Chris Nokeri
Categories: Computers
Type: BOOK - Published: 2021-03-21 - Publisher: Apress

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Get insight into data science techniques such as data engineering and visualization, statistical modeling, machine learning, and deep learning. This book teache