AI & ML
Generative AI & LLMs
Build production-grade AI applications using GPT-4, LangChain, RAG pipelines, and fine-tuned open-source models.
What you'll gain
Hands-on with GPT-4, Claude, Llama 2, Mistral
Build 5 production AI apps
Direct mentorship from AI engineers at top firms
Access to GPU compute for fine-tuning exercises
One-Month Free Internship
Resume building and interview preparation support
Course Syllabus
W1
LLM Fundamentals
- Transformer architecture deep-dive
- Prompt engineering techniques
- OpenAI & Anthropic APIs
W2
LangChain & RAG
- Building RAG pipelines
- Vector databases (Pinecone, Weaviate)
- Document Q&A systems
W3
Fine-tuning Open-Source LLMs
- LoRA & QLoRA techniques
- Llama 2 / Mistral fine-tuning
- RLHF overview
W4
Production AI Apps
- FastAPI + Streamlit deployment
- Cost optimisation strategies
- Monitoring & evaluation
W5
Capstone
- Ship a full GenAI product
- Portfolio showcase
- Placement prep sessions