AI & Advanced AI
LLM Application Development
8–12 weeks
AI Engineers, Developers
Sandbox + Project-led
Program Overview
Build production-grade LLM applications with RAG, fine-tuning, and evaluation frameworks. Master the tools and techniques for developing robust LLM-powered systems.
What You'll Learn
LLM fundamentals and capabilities
Retrieval Augmented Generation (RAG)
Fine-tuning techniques
Prompt engineering
Evaluation frameworks
Vector databases
Production deployment
Cost optimization
Program Outcomes
RAG Architecture
Design and implement robust RAG systems with proper retrieval and generation pipelines
LLM Evaluation
Build comprehensive evaluation frameworks to measure and improve LLM performance
Production Deployment
Deploy LLM applications with proper monitoring, scaling, and cost management