Programme Overview
The M.Sc. Data Science is an advanced programme for students seeking to specialise at the cutting edge of data science, machine learning, and artificial intelligence. The programme covers advanced ML, deep learning, NLP, computer vision, MLOps, and data engineering — with a research component for those interested in academic careers. Graduates enter roles as senior data scientists, ML engineers, and research scientists at top tech firms, consulting companies, and AI labs.
Key Highlights
- Advanced ML, Deep Learning, NLP, Computer Vision, and Generative AI
- MLOps and production AI system deployment
- Research dissertation option for PhD-bound students
- Kaggle Grandmaster / industry mentor programme
- Access to GPU compute resources for deep learning projects
- Elective tracks: AI Research, Business Intelligence, or Data Engineering
- Strong industry placement in tech, finance, and consulting
- Eligible for UGC NET (CS) and PhD admission
Semester-wise Syllabus
1Semester I
1
Semester IAdvanced Machine Learning
Statistical Learning Theory
Advanced SQL & Data Engineering
Deep Learning Foundations
Research Methods & Writing
Data Science Tools & MLOps Basics
2Semester II
2
Semester IINatural Language Processing (Advanced)
Computer Vision
Probabilistic Graphical Models
Big Data Engineering (Spark/Kafka)
Elective I (Generative AI / Reinforcement Learning / Quant Finance)
Research Paper Reading & Writing
3Semester III
3
Semester IIIMLOps & Production AI Systems
Causal Inference & Experimentation
Recommender Systems
Cloud AI Platforms (AWS SageMaker / GCP Vertex)
Elective II — Specialisation
Research Dissertation — Part I
4Semester IV
4
Semester IVResponsible AI & Ethics
Advanced Generative AI & LLMs
Industry Research Collaboration
Elective III — Advanced
Research Dissertation — Part II
Thesis Defence & Viva
Career Prospects
Senior Data Scientist
ML Research Engineer
AI Product Manager
Data Engineering Lead
NLP / Computer Vision Specialist
Quantitative Researcher (Finance)
AI Consultant
PhD (CS / AI / Statistics) pathway
Eligibility Criteria
B.Sc. (CS / Maths / Stats / Data Science) or BCA, minimum 50% marks
Relaxation for SC/ST/OBC/PwD candidates as per UGC norms. Refer to the Admission Prospectus for exact eligibility and cut-offs.
Admissions Open 2026–27
M.Sc. (Data Science)
Computer Science & IT
Total Fee₹78,000
Per Semester₹19,500 per semester
Duration2 Years
ModeOnline
Intake90 seats
Topics Covered
Data ScienceMachine LearningAIDeep LearningNLPResearch