AWS Certified AI Practitioner (AIF-C01) Full Exam Course - CoursesDigest Training

Course Content

Domain 1: Fundamentals of AI and ML

1.1 Explain basic AI concepts and terminologies

1.2 Identify practical use cases for AI

1.3 Describe the ML development lifecycle

Domain 2: Fundamentals of Generative AI

2.1 Explain the basic concepts of generative AI

2.2 Understand the capabilities and limitations of generative AI for solving business problems

2.3 Describe AWS infrastructure and technologies for building generative AI applications

Domain 3: Applications of Foundation Models

3.1 Describe design considerations for applications that use foundation models

3.2 Choose effective prompt engineering techniques

3.3 Describe the training and fine-tuning process for foundation models.

3.4 Describe methods to evaluate foundation model performance

Domain 4: Guidelines for Responsible AI

4.1 Explain the development of AI systems that are responsible

4.2 Recognize the importance of transparent and explainable models

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

5.1 Explain methods to secure AI systems

5.2 Recognize governance and compliance regulations for AI systems