Course Details

Generative AI Mastery

Master Large Language Models, prompt engineering, and build custom generative AI solutions from scratch.

8 Weeks₹60,000

Hands-on Highlights

This program is designed around shipping functional, production-ready AI applications from day one. You will move beyond theory and build real products.

1Implement a production-grade RAG pipeline
2Fine-tune Llama 3 using PEFT and LoRA
3Build AI agents with LangChain and AutoGen
4Deploy open-source LLMs using vLLM

Detailed Syllabus

Week 1-2

LLM Foundations & Prompt Engineering

→Understanding decoder-only architectures
→Advanced prompt engineering techniques (Zero-shot, Few-shot, CoT)
→OpenAI API and tokenomics
→Prompt testing and evaluation

Week 3-4

Vector Databases & RAG

→Semantic search and embedding models
→Setting up Pinecone/ChromaDB
→Building a Retrieval-Augmented Generation (RAG) system
→Handling chunking strategies and hybrid search

Week 5-6

Agentic AI & Tool Calling

→Introduction to LangChain and LlamaIndex
→Function calling and tool integration
→Building multi-agent systems with AutoGen
→Memory management for conversational agents

Week 7-8

Fine-Tuning & Deployment

→Parameter-Efficient Fine-Tuning (PEFT) and LoRA
→Instruction tuning Llama 3 on custom data
→Model quantization (GGUF, AWQ)
→Deploying with vLLM and FastAPI

Format & Location

Hybrid Learning

Choose between intensive IRL bootcamps at our physical campuses in Pondicherry, Vellore, or Coimbatore, or join our flexible online programs designed for working professionals.

Prerequisites

Who is this for?

We assume a fundamental understanding of Python and basic programming concepts. This is for developers looking to master deep learning and build real AI products.

Elite Mentorship

Learn from builders

Learn directly from engineers who have built and scaled AI systems. Get code reviews, architecture feedback, and career guidance.

Outcomes

Ship real products

Our primary focus is helping you build a strong portfolio of real, deployed AI products to show employers. All graduates receive a verifiable certificate.

Ready to build?

Join our next cohort to get started.

Apply Now