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Synthetic Data Generation with AI: A Practical Guide to Creating, Evaluating, and Governing Artificial Data - Couverture souple

S, SAKTHI PRIYA

 
9798162195788: Synthetic Data Generation with AI: A Practical Guide to Creating, Evaluating, and Governing Artificial Data
Couverture souple
ISBN 13 : 9798162195788
Editeur : Independently published, 2026

Synopsis

Every machine learning project depends on data, and real data is often the hardest part. It may be locked behind privacy rules, too rare to learn from, too costly to label, or missing entirely. This book shows you how to solve that problem with synthetic data: artificial records that behave like the real thing, without the barriers.

Written in clear, plain language, Synthetic Data Generation with AI walks you from first principles to working practice. You’ll learn the full range of methods, from simple rules and statistical sampling to GANs, VAEs, diffusion models, and large language models. You’ll see how to generate tabular, time-series, text, image, and code data, and how to write prompts that produce varied, realistic results instead of repetitive output.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2026
Langue
anglais
ISBN 13 
9798162195788
Reliure
Copertina flessibile
Nombre de pages
90
Coordonnées du fabricant
Printed by Amazon on behalf of the author
https://www.amazon.it/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
Luxembourg