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Retrieval Augmented Generation (RAG), vector databases, prompt engineering , foundation model (FM) integration, and agentic AI systems. 3. AWS Certified Cloud Practitioner (CLF-C01)
Basics of ML and Generative AI, services like Amazon SageMaker, responsible AI practices, and core AWS infrastructure. C01.zip
Tokens as units of input/output, use of SageMaker Model Cards for documentation, and techniques like few-shot learning . Retrieval Augmented Generation (RAG)
A more advanced, professional-level exam for developers with about two years of cloud experience. foundation model (FM) integration
The official practice exam contains 65 questions to be completed in 90 minutes .