Earn a Michigan Engineering AI Certificate — Stay Ahead of the AI Revolution
Learn Generative AI, Prompt Engineering, and LLMs for Free
Overview
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Learn to build LLM-based agents using DSPy through a comprehensive hands-on approach that covers everything from basic prompt programming to advanced agentic systems. Master the fundamentals of DSPy with 8 practical examples that demonstrate effective prompt programming techniques. Develop expertise in context engineering, progressing from basic concepts to professional-level implementation through fully hands-on exercises. Discover how to create Retrieval Augmented Generation (RAG) pipelines that deliver reliable results in real-world applications. Build your own long-term agentic memory system for LLMs using Mem0, implementing the complete solution from scratch within the DSPy framework. Gain practical experience in generative and agentic AI development through step-by-step guidance that transforms theoretical knowledge into working applications.
Syllabus
A guide to building Retrieval Augmented Generation (RAG) pipelines that actually work
Complete DSPy Tutorial - Master LLM Prompt Programming in 8 amazing examples!
Context Engineering with DSPy - the fully hands-on Basics to Pro course!
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
Taught by
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