Course Description

Master the technologies powering today’s most advanced AI applications. This comprehensive program takes you from understanding modern Large Language Models (LLMs) to building production-ready AI agents, Retrieval-Augmented Generation (RAG) systems, and enterprise-grade AI applications.

You’ll gain practical experience with GPT, LangChain, LangGraph, Ollama, MCP, Fine-Tuning, and Production Deployment by building real-world projects every week. By the end of the course, you’ll have a professional portfolio featuring AI assistants, autonomous agents, RAG systems, and a complete production-ready LLM application.

What You’ll Learn

• Master Modern Large Language Models and Transformer architectures.
• Write effective prompts using advanced prompting techniques.
• Build powerful Retrieval-Augmented Generation (RAG) applications.
• Develop enterprise-grade AI knowledge assistants.
• Create intelligent workflows using LangChain.
• Design autonomous AI agents with LangGraph.
• Evaluate AI systems using modern LLM evaluation frameworks.
• Run open-source LLMs locally with Ollama.
• Fine-tune LLMs using LoRA, QLoRA, and PEFT.
• Build AI Agents using MCP and external tools.
• Deploy scalable AI APIs using FastAPI and Docker.
• Build a complete production-ready Agentic AI application.