Real-world machine learning - Brink, Henrik; Richards, Joseph W.; Fetherolf, Mark (New Delhi Dreamtech, 2017)
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.
Includes index.
Keywords: Machine learning