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Data Management for the AI Era: Ensuring Reliability and Accountability: Ifip Wg 2.6, Invited Selection
Hardcover
Series: IFIP Advances in Information and Communication Technology, Book 782
DatabasesGeneral ComputersComputer Security
ISBN13: 9783032243904
Publisher: Springer
Published: Nov 30 2026
Pages: 146
Language: English
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.
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