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Bayesian optimization in action
Title
Bayesian optimization in action / Quan Nguyen.
Edition
[First edition].
Video edition.
Publication
[Shelter Island, New York] : Manning Publications, [2023]
Physical Description
1 online resource (1 video file (11 hr., 57 min.)) : sound, color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
Bayesian Optimization in Action teaches you how to create efficient machine learning processes using a Bayesian approach. In it, you'll explore practical techniques for training large datasets, hyperparameter tuning, and navigating complex search spaces. This interesting book includes engaging illustrations and fun examples like perfecting coffee sweetness, predicting weather, and even debunking psychic claims. You'll learn how to navigate multi-objective scenarios, account for decision costs, and tackle pairwise comparisons.
Variant and related titles
O'Reilly Safari. OCLC KB.
Format
Images / Online / Video & Film
Language
English
Added to Catalog
April 02, 2024
Performers
Narrator not identified.
Subjects
Genre/Form
Instructional films.
Nonfiction films.
Internet videos.
Also listed under
Manning Publications, publisher
Bookmark As
Citation
