Real-world machine learning /
Brink, Henrik,
Real-world machine learning / Henrik Brink, Joseph W. Richards, Mark Fetherolf. - New Delhi Dreamtech 2017
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.
9789351199496 1617291927 (acidfree paper)
2016285282
Machine learning.
005.13 BRI-R
Real-world machine learning / Henrik Brink, Joseph W. Richards, Mark Fetherolf. - New Delhi Dreamtech 2017
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.
9789351199496 1617291927 (acidfree paper)
2016285282
Machine learning.
005.13 BRI-R