AWS AI Practitioner Practice Quiz

Fundamentals of AI and ML

Supervised/unsupervised/reinforcement learning, neural networks, CNNs, LSTMs, model evaluation.

Fundamentals of Generative AI

Transformers, foundation models, LLMs, prompt engineering (zero-shot, few-shot, chain-of-thought), Amazon Bedrock.

Applications of Foundation Models

RAG, fine-tuning, agents, multi-modal models, AWS AI services (Textract, Kendra, Bedrock Knowledge Bases).

Guidelines for Responsible AI

Bias detection, fairness, SageMaker Clarify, Amazon A2I, Guardrails for Bedrock.

Security, Compliance, and Governance

Data security, IAM for AI services, model governance, GDPR compliance, documentation requirements.