Bayesian Optimization: Theory and Practice Using Python

by Peng Liu

This book covers the essential theory and implementation of popular Bayesian optimization techniques in an intuitive and well-illustrated manner. The techniques covered in this book will enable you to better tune the hyperparemeters of your machine learning models and learn sample-efficient approaches to global optimization.

The book begins by introducing different Bayesian Optimization (BO) techniques, covering both commonly used tools and...

• Format: Paperback
• Language: English
• ISBN: 1484290623
• ISBN13: 9781484290620
• Release Date: March 2023
• Publisher: Apress
• Length: 234 Pages
• Weight: 0.98 lbs.
• Dimensions: 0.5" x 7.0" x 10.0"