Updated for AWS AIF-C01 (2026)

AWS AI Practitioner Roadmap

Master the foundational concepts of Artificial Intelligence, Machine Learning, and Generative AI to pass the AWS Certified AI Practitioner exam.

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1. AI & ML Fundamentals
Understand AI, ML, and Deep Learning
Types of Machine Learning (Supervised, Unsupervised)
Neural Networks & Deep Learning Basics
Data Processing Pipelines
2. Generative AI
What is Generative AI?
Prompt Engineering & Tuning
Large Language Models (LLMs)
Retrieval Augmented Generation (RAG)
3. Foundation Models on AWS
Amazon Bedrock Core Concepts
Choosing the Right Model
Amazon Q (Developer, Business)
Amazon SageMaker JumpStart
4. Responsible AI
Bias, Toxicity & Fairness
Data Privacy in AI Models
Guardrails for Amazon Bedrock
Explainability & Transparency
5. Security for AI
IAM Policies for Amazon Bedrock
Data Encryption (KMS) & VPC Endpoints
AWS CloudTrail for AI Auditing
Certified AWS AI Practitioner