TY  - BOOK
AU  - Zheng,Alice
AU  - Casari,Amanda
TI  - Feature engineering for machine learning: principles and techniques for data scientists 
SN  - 9781491953242 (pbk.)
AV  - Q325.5 .Z44 2018
U1  - 006.31 23
PY  - 2018///
CY  - Beijing, Boston 
PB  - O'Reilly
KW  - Machine learning
KW  - Data mining
N1  - Includes bibliographical references and index
N2  - Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, youll learn techniques for extracting and transforming featuresthe numeric representations of raw datainto formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering.--
ER  -