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商品詳細
Data Management for the AI Era: Ensuring Reliability and Accountability: IFIP WG 2.6, Invited Selection.
・ISBN 978-3-032-24390-4 hard EUR 119.99
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| 著者・編者 | Ceravolo, Paolo / Barbon Junior, Sylvio / Bukhsh, Faiza / Van Keulen, Maurice / Maghool, Samira / Wrembel, Robert (eds.), |
|---|---|
| シリーズ | (IFIP Advances in Information and Communication Technology) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2026 |
| ページ数 | 146 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-64301＞ |
解説
This book provides a comprehensive and up-to-date exploration of data management practices tailored to the needs and challenges of AI technologies. Aimed at masters students, postgraduate trainees, and professionals, this book guides readers through essential components of the data management process, including data collection and preprocessing, ensuring data quality, and establishing effective training and finetuning procedures for AI applications. It also covers AI output validation, compliance measures, and risk mitigation strategies to improve data usability and reliability.