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1. Fundamentals of ML and AI
ML Fundamentals
DL Fundamentals
Generative AI Fundamentals
Summary
2. Exploring AI Use Cases and Applications
Summary
3. Developing ML Solutions
Summary
4. Developing Generative AI Solutions
Summary
5. Essentials of Prompt Engineering
Summary
6. Optimizing Foundation Models
Summary
7. Responsible AI Practices
Responsible AI
Responsible AI Challenges in Traditional AI and Generative AI
Core Dimensions of Responsible AI
Amazon Services and Tools for Responsible AI
Summary
8. Security, Compliance, and Governance for AI Solutions
Summary
Summary
1. Fundamentals of ML and AI
2. Exploring AI Use Cases and Applications
3. Developing ML Solutions
4. Developing Generative AI Solutions
5. Essentials of Prompt Engineering
6. Optimizing Foundation Models
7. Responsible AI Practices
8. Security, Compliance, and Governance for AI Solutions
Optimizing Foundation Models
Table of contents
Summary