This week brings learners into modern AI workflows. Students explore machine learning fundamentals, model optimization, prompt engineering, foundation models, SageMaker Canvas, Amazon Bedrock, LangChain, agents, and knowledge bases.

AI and GenAI are rapidly transforming the cloud industry. Learning these skills provides students with an edge in emerging cloud roles, especially those involving automation, analytics, and AI-driven applications.

Learners complete labs and demos including SageMaker Tutorials, Generative AI Workflows, No-Code ML Labs, Canvas Model Building, LangChain & Knowledge Base Modules, Agent Demonstrations, and Foundation Model Optimization. Portfolio development is a major component of this week.