株式会社極東書店トップ ＞ 商品一覧 ＞ Machine Learning in Health Care : With R, H2O and Keras3.
商品詳細
Machine Learning in Health Care : With R, H2O and Keras3.
・ISBN 978-1-041-12928-8 paper GB£ 70.99
￥22,489.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Schell, Uli / Scherl, Claudia, |
|---|---|
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2026 |
| ページ数 | 408 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-25188＞ |
解説
How do you teach computers to learn from data?
This hands-on introduction uses numerous realistic examples from the field of health care to convey the basics and the various methods of machine learning with R, H2O and Keras3. You will also learn how to prepare and visualize the data.
Both statistical methods (such as regression, classification, factor and cluster methods) and neural networks are covered. In transfer learning with convolutional networks, heatmaps are used to show how results in image classification can be explained.
Procedures and techniques in health care are subject to many regulations. This book explains what you need to do in order to achieve compliance.
Key Features:
- Addresses the basic concepts and methods in machine learning so that you can get an idea of "what's under the hood"
- Shows how to create packages and configure version control in R
- Shows how to create "tidy data" and visualize it with ggplot
- Shows ready-to-run, downloadable examples in health care with R, H2O and the actual version 3 of Keras
- Explains the steps needed to achieve compliance in an approval process