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Real-world machine learning / Henrik Brink, Joseph W. Richards, Mark Fetherolf.

By: Contributor(s): Material type: TextTextPublication details: New Delhi Dreamtech 2017ISBN:
  • 9789351199496
  • 1617291927 (acidfree paper)
Subject(s): DDC classification:
  • 005.13 BRI-R 23
Contents:
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.
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Holdings
Item type Current library Call number Status Barcode
Reference Reference CENTRAL LIBRARY Reference 005.13 BRI-R Not for loan 18001
Books Books CENTRAL LIBRARY General Stacks 005.13 BRI-R Available 18002
Total holds: 0

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.

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