理工系研究者のための機械学習ファーストコース
Machine Learning
A First Course for Engineers and Scientists
Lindholm, Andreas
Wahlström, Niklas
Lindsten, Fredrik
- 出版社：Cambridge University Press
- 出版年月：2022年 03月
- ISBN：9781108843607
- 装丁：HRD
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装丁について
- 言語：ENG
- 巻数・ページ数：350 p.
- DDC分類：006.31
- 内容紹介：
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This coherent introduction to machine learning for readers with a background in basic linear algebra, statistics, probability, and programming is suitable for advanced BSc or MSc courses. It covers theory and practice of basic and advanced methods such as deep learning, Gaussian processes, random forests, support vector machines and boosting.