TY - BOOK AU - Brink,Henrik AU - Richards,Joseph W. AU - Fetherolf,Mark TI - Real-world machine learning SN - 9789351199496 U1 - 005.13 BRI-R 23 PY - 2017/// CY - New Delhi PB - Dreamtech KW - Machine learning N1 - Includes index; pt. 1. The machine-learning workflow. What is machine learning? ; Real-world data ; Modeling and prediction ; Model evaluation and optimization ; Basic feature engineering -- pt. 2. Practical application. Example : NYC taxi data ; Advanced feature engineering ; Advanced NLP example : Movie review sentiment ; Scaling machine-learning workflows ; Example : digital display advertising ER -