Domain 1: Fundamentals of AI and ML

• Task Statement 1.1: Explain basic AI concepts and terminologies
• Task Statement 1.2: Identify practical use cases for AI
• Task Statement 1.3: Describe the ML development lifecycle

Domain 2: Fundamentals of GenAI

• Task Statement 2.1: Explain the basic concepts of generative AI
• Task Statement 2.2: Understand the capabilities & limits of GenAI for solving business problems
• Task Statement 2.3: Describe AWS infrastructure & technologies for building GenAI applications

Domain 3: Applications of Foundation Models

• Task Statement 3.1: Describe design considerations for applications that use foundation models
• Task Statement 3.2: Choose effective prompt engineering techniques
• Task Statement 3.3: Describe the training and fine-tuning process for foundation models
• Task Statement 3.4: Describe methods to evaluate foundation model performance

Domain 4: Guidelines for Responsible AI

• Task Statement 4.1: Explain the development of AI systems that are responsible
• Task Statement 4.2: Recognize the importance of transparent and explainable models

Domain 5: Security, Compliance, and Governance for AI Solutions

• Task Statement 5.1: Explain methods to secure AI systems
• Task Statement 5.2: Recognize governance and compliance regulations for AI systems