Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists by Amanda Casari, Alice Zheng

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Amanda Casari, Alice Zheng

218 pages • first pub 2018 (editions)

nonfiction computer science science informative slow-paced
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Description

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 techniques for extracting and transforming features--the numeric representations of raw da...

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