AWS AI Practitioner Roadmap
The five AWS Certified AI Practitioner (AIF-C01) exam domains: AI & ML fundamentals, generative AI fundamentals, applications of foundation models, responsible AI, and security, compliance & governance for AI.
concepts mastered
AI & ML Fundamentals
0% · 0/8Core terminology, types of machine learning, the ML lifecycle, and where AWS AI/ML services fit (Domain 1 · 20%)
Generative AI Fundamentals
0% · 0/7Foundation models, tokens and embeddings, how generative AI works, its use cases and limits, and the AWS GenAI stack (Domain 2 · 24%)
Applying Foundation Models
0% · 0/7Prompt engineering, RAG, fine-tuning and customisation, choosing and evaluating models, and deploying generative AI on AWS (Domain 3 · 28%)
Responsible AI
0% · 0/4Bias and fairness, explainability and transparency, safety, and AWS tools for building responsible AI (Domain 4 · 14%)
Security & Governance
0% · 0/3Securing AI data and services with IAM and encryption, data governance, and compliance for AI solutions (Domain 5 · 14%)
Finish line