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책 정보
· 분류 : 외국도서 > 컴퓨터 > 자격증 > 자격증 일반
· ISBN : 9781394328192
· 쪽수 : 320쪽
· 출판일 : 2025-11-11
목차
Contents
Introduction xix
Assessment Test xxvi
Answers to Assessment Test xxxi
Part I Introduction to AI and ML 1
Chapter 1 Basic AI Concepts and Terminology 3
Chapter 2 Basic Concepts of Generative AI 35
Part II Building AI Applications with AWS 49
Chapter 3 Applications of AI and ML in Real-World Use Cases 51
Chapter 4 AWS AI and ML Services 73
Part III Common GenAI Patterns 101
Chapter 5 Model Selection and Prompt Engineering 103
Chapter 6 Generative AI Applications with RAG and Agents 139
Chapter 7 Model Customization and Evaluation 161
Part IV Bringing AI to Production 187
Chapter 8 MLOps 189
Chapter 9 Implementing Responsible AI with AWS Services 213
Chapter 10 AI Security, Governance, and Compliance 235
Appendix Answers to the Review Questions 267
Index 277?
