Head-to-head: IIT Madras GenAI vs IIT Roorkee Applied DS
| Factor | IIT Madras (GenAI & LLMs) | IIT Roorkee (Applied DS & AI) |
|---|---|---|
| NIRF Engineering Rank | #1 | #6 |
| Programme provider | IITM Pravartak (TIH) | E&ICT Academy |
| Fee | ~₹1.5L | ~₹1.5L |
| Duration | 6 months | 6 months |
| Focus | GenAI, LLMs, RAG, Fine-tuning | Classical ML, DL, NLP, Computer Vision |
| Python required | Basics (foundation module available) | Basics (foundation module available) |
| GenAI coverage | Deep — core focus | Moderate — 1 module |
| Breadth of DS/AI | Focused on GenAI stack | Wider — covers full DS pipeline |
| Target role | GenAI Engineer, LLM Engineer, AI Product | Data Scientist, ML Engineer, DS Analyst |
IIT Madras GenAI & LLMs — what you actually learn
The IIT Madras Advanced Certificate in GenAI & LLMs covers the full production GenAI stack: LLM architecture (transformers, attention), Prompt Engineering, RAG (Retrieval Augmented Generation) system design, Fine-tuning models (Llama, Mistral), LangChain for AI agents, HuggingFace ecosystem, vector databases (Pinecone, Chroma), and deployment. This is the curriculum for someone who wants to actually build GenAI applications — not just use them.
IIT Roorkee Applied DS & AI — what you actually learn
The IIT Roorkee PG Certificate in Applied DS & AI gives a comprehensive data science foundation: Python, statistics, supervised/unsupervised ML, deep learning (TensorFlow/PyTorch), NLP, Computer Vision, data engineering (SQL, big data basics), and model deployment. Better for someone who wants to become a data scientist across a wide range of problems rather than specialising in GenAI.
Which to choose — decision guide
| Your goal | Choose |
|---|---|
| Build GenAI/LLM applications, RAG systems | IIT Madras GenAI & LLMs |
| Become a data scientist (ML, analytics, DS broadly) | IIT Roorkee Applied DS & AI |
| Want highest IIT brand on CV | IIT Madras (#1) |
| North India based, targeting traditional IT company DS roles | Either works — IIT Roorkee slightly more relevant locally |
| Management track (no coding), want IIT brand | IIT Kanpur CDAO instead |
Get personalised guidance — free
Our counsellors match you to the right program in 20 minutes.
Talk to an advisor →