IIT Roorkee Applied DS & AI — What It Is
The Post Graduate Certificate Programme in Applied Data Science & AI from IIT Roorkee (via E&ICT Academy) is an 11-month programme for working professionals. Fee: approximately Rs 2,50,000 + GST. This is the technical-depth IIT credential for data science — covering Python, machine learning, deep learning, NLP, and AI deployment. IIT Roorkee is NIRF #6 overall and among India's oldest IITs.
Programme Snapshot
| Detail | Specification |
|---|---|
| Institution | IIT Roorkee E&ICT Academy — NIRF #6 overall |
| Fee | ~Rs 2,50,000 + GST |
| Duration | 11 months |
| Format | Online live sessions + IIT Roorkee campus visit |
| Coding required | Yes — Python is core (prior Python basics recommended) |
| Output | PG Certificate + IIT Roorkee alumni status |
| Target profile | Working professionals in tech, analytics, data science transitioning to AI |
Curriculum — What You Actually Learn
- Python for data science — pandas, NumPy, Matplotlib, scikit-learn
- Machine learning — supervised, unsupervised, ensemble methods
- Deep learning — CNNs, RNNs, transformers (PyTorch / Keras)
- Natural language processing — text classification, BERT, LLMs
- Computer vision — image classification, object detection, GANs
- MLOps and deployment — model serving, Docker, cloud deployment
- Capstone project — end-to-end DS/AI project on real data
IIT Roorkee vs IIT Guwahati vs IIM Analytics — How to Choose
| Programme | Type | Coding | Depth | Fee |
|---|---|---|---|---|
| IIT Roorkee DS & AI | Technical PG Cert | Python required | High — ML to deployment | ~Rs 2,50,000 |
| IIT Guwahati DS & ML | Technical Certificate | Python required | High — similar curriculum | ~Rs 2,10,000 |
| IIM Kozhikode Analytics & GenAI | Management Certificate | None | Business analytics | ~Rs 2,10,000 |
| IIM Nagpur Data Science for Business | PG Cert | None | Business applications | ~Rs 1,75,000 |
Career Impact — What IIT Brand Adds to Your Data Science Profile
IIT Roorkee credential on a data science CV has two specific impacts in India: (1) at entry-mid level, it improves shortlisting at product companies and FAANG India offices that filter for IIT/IIM credentials; (2) at senior level, combined with an IIM management credential, it creates the hybrid tech-management profile that CDO and VP Analytics roles require. See: Data Science + IIM MBA combination →
Data scientists who complete IIT Roorkee certificate often ask what the next credential step is. IIM Nagpur Blended MBA — the only IIM MBA degree for working professionals — is the management complement. The IIT technical credential + IIM management degree combination is India's strongest analytics leadership profile. Batch 1 documented outcomes for this exact profile.