Rubric Edu
Contents — domains, guide and mocks

AWS Certified AI Practitioner

AIF-C013 of 14 lessons written · about 45 minutes of reading

AI and GenAI fundamentals, foundation models, responsible AI and security on AWS.

Read the exam guide first →

Domain 1Fundamentals of AI and ML20%

  1. 1.1AI, ML, deep learning, GenAI and agents — the vocabulary14 min
  2. 1.2When AI fits, when it doesn't, and which AWS service does the job15 min
  3. 1.3The AI/ML lifecycle, MLOps and how to measure a model16 min

Domain 2Fundamentals of Generative AI24%

  1. 2.1Explain the basic concepts of generative AI (GenAI).Not written yet
  2. 2.2Understand the capabilities and limitations of GenAI for solving business problems.Not written yet
  3. 2.3Describe AWS infrastructure and technologies for building GenAI applications.Not written yet

Domain 3Applications of Foundation Models28%

  1. 3.1Describe design considerations for applications that use foundation models (FMs).Not written yet
  2. 3.2Choose effective prompt engineering techniques.Not written yet
  3. 3.3Describe the training and fine-tuning process for FMs.Not written yet
  4. 3.4Describe methods to evaluate FM performance.Not written yet

Domain 4Guidelines for Responsible AI14%

  1. 4.1Explain the development of AI systems that are responsible.Not written yet
  2. 4.2Recognize the importance of transparent and explainable models.Not written yet

Domain 5Security, Compliance, and Governance for AI Solutions14%

  1. 5.1Explain methods to secure AI systems.Not written yet
  2. 5.2Recognize governance and compliance regulations for AI systems.Not written yet