AWS Certified AI Practitioner
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Detailed Exam Outline
Fundamentals of AI and ML
28% WeightExplain basic AI/ML concepts, training processes, and the difference between traditional ML and Generative AI.
Fundamentals of Generative AI
24% WeightUnderstand Large Language Models (LLMs), prompt engineering techniques, and the architecture of foundation models.
Applications of Foundation Models
28% WeightSelect appropriate AWS services for AI/ML use cases and understand fine-tuning and RAG (Retrieval-Augmented Generation).
Guidelines for Responsible AI
10% WeightUnderstand bias, fairness, and ethical considerations in AI development and deployment.
Security, Compliance, and Governance for AI Solutions
10% WeightApply AWS security best practices and compliance frameworks to AI-driven applications.
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