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Models Demystified : A Practical Guide from Linear Regression to Deep Learning.
・ISBN 978-1-032-58258-0 hard GB£ 103.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-003-45150-1
| 著者・編者 | Clark, Michael / Berry, Seth, |
|---|---|
| シリーズ | Chapman & Hall/CRC Data Science Series |
| 出版社 | (Chapman & Hall/CRC, UK) |
| 出版年月 | 2025 |
| ページ数 | 474 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-14863＞ |
解説
Unlock the Power of Data Science and Machine Learning
In this comprehensive guide, we delve into the world of data science, machine
learning, and AI modeling, providing readers with a robust foundation and practical skills to tackle real-world problems. From basic modeling techniques to advanced machine learning algorithms, this book covers a wide range of topics,ensuring that readers at all levels can benefit from its content. Each chapter is meticulously crafted to offer clear explanations, hands-on examples, and code snippets in both Python and R, making complex concepts accessible and actionable. Additional focus is placed on model interpretation and estimation, common data issues, modeling pitfalls to avoid, and best practices for modeling in general.