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Bayesian optimization in action / Quan Nguyen.
- Format:
- Video
- Author/Creator:
- Nguyen, Quan (Computer engineer), author.
- Language:
- English
- Subjects (All):
- Bayesian statistical decision theory.
- Mathematical optimization--Data processing.
- Mathematical optimization.
- Machine learning--Mathematics.
- Machine learning.
- Gaussian processes--Data processing.
- Gaussian processes.
- Physical Description:
- 1 online resource (1 video file (11 hr., 57 min.)) : sound, color.
- Edition:
- [First edition].
- Video edition.
- Place of Publication:
- [Shelter Island, New York] : Manning Publications, [2023]
- 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.
- Notes:
- OCLC-licensed vendor bibliographic record.
- OCLC:
- 1427381878
- Publisher Number:
- 9781633439078VE
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