Larysa Visengeriyeva | The AI Engineer's Guide to Surviving the EU AI Act. Navigating the EU Regulatory Requirements (2025) [PDF, EPUB]
Автор: Larysa Visengeriyeva
Издательство: O’Reilly
ISBN: 978-1-098-17249-7
Жанр: Computers & Technology Industry, Software Design & Engineering, Artificial Intelligence
Язык: Английский
Формат: PDF, EPUB
Качество: Изначально электронное (ebook)
Иллюстрации: Цветные и черно-белые
Описание:With the introduction of the EU AI Act, companies employing AI systems face a new set of comprehensive and stringent regulations. Dr. Larysa Visengeriyeva offers a much-needed guide for navigating these unfamiliar regulatory waters to help you meet compliance challenges with confidence.
From explaining the legislative framework to sharing strategies for implementing robust MLOps and data governance practices, this wide-ranging book shows you the way to thrive, not just survive, under the EU AI Act. It's an indispensable tool for engineers, data scientists, and policymakers engaged in or planning for AI deployments within the EU.
By reading, you'll gain:
An in-depth understanding of the EU AI Act, including the four risk categories and what they mean for you
Strategies for compliance, including practical approaches to achieving technical readiness
Actionable advice on applying MLOps methodologies to ensure ongoing compliance
Insights on the implications of the EU's pioneering approach to AI regulation and its global effects
Preface vii
1. Understanding the AI Regulations 1
2. AI Engineering: A Proactive Compliance Catalyst 31
3. Data and AI Governance and AI Engineering 53
4. AI System Assessment and Tailoring AI Engineering for Different Risk Levels. 75
5. AI Engineering for High-Risk AI Systems 101
6. AI Engineering for Limited-Risk AI Systems 155
7. Toward Trustworthy General-Purpose AI and Generative AI 187
A. Designing AI-Powered Applications 221
B. Data Products and Data Contracts 235
C. The Integration of AI Governance and MLOps 239
D. Emerging Roles in Organizations for EU AI Act Compliance 247
Index 255
Скриншоты:
Время раздачи: с 10 до 20 (минимум до появления первых 3-5 скачавших) 
