Bayesian Optimization in Action
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 illus...
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
New York :
Manning Publications Co. LLC
2023.
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| Edición: | 1st ed |
| Colección: | In Action Series
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009786699406719 |
| Sumario: | 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. |
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| Notas: | Includes index. |
| Descripción Física: | 1 online resource (325 pages) |
| ISBN: | 9781638353874 |
