Technologies and concepts that might appear on the exam - AWS Certification

Technologies and concepts that might appear on the exam

The following list contains technologies and concepts that might appear on the exam. This list is non-exhaustive and is subject to change. The order and placement of the items in this list is no indication of their relative weight or importance on the exam:

  • Retrieval Augmented Generation (RAG)

  • Vector databases and embeddings

  • Prompt engineering and management

  • Foundation model (FM) integration

  • Agentic AI systems

  • Responsible AI practices

  • Content safety and moderation

  • Model evaluation and validation

  • Cost optimization for AI workloads

  • Performance tuning for AI applications

  • Monitoring and observability for AI systems

  • Security and governance for AI applications

  • API design and integration patterns

  • Event-driven architectures

  • Serverless computing

  • Container orchestration

  • Infrastructure as code (IaC)

  • CI/CD for AI applications

  • Hybrid cloud architectures

  • Enterprise system integration