Feature Engineering for Machine Learning : Principles and Techniques for Data Scientists
by
Alice Zheng
Book Details
Format
Paperback / Softback
ISBN-10
1491953241
ISBN-13
9781491953242
Publisher
O'Reilly Media
Imprint
O'Reilly Media
Country of Manufacture
US
Country of Publication
GB
Publication Date
Apr 10th, 2018
Print length
630 Pages
Weight
404 grams
Dimensions
23.20 x 17.80 x 1.20 cms
Product Classification:
Databases
AI Summary
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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 techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models.
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