What Is AI Engineering?

AI engineering bridges the gap between machine learning research and production systems. This track takes you from understanding generative AI and large language models through building RAG applications to deploying agentic AI systems with observability.

What You Will Learn

• How generative AI and large language models work

• Retrieval Augmented Generation (RAG) theory and implementation

• The LangChain framework for building AI applications

• Advanced optimization techniques (hybrid search, Graph RAG)

• Agentic AI patterns with LangGraph

• LLMOps practices for production systems

Prerequisites

None. This track starts from the fundamentals.