Program Overview
Online M.Sc in Data Science: Semester-Wise Syllabus & Electives
Online M.Sc in Data Science: 2-Year Syllabus
Semester 1 & 2: Advanced Mathematical & Computational Core
- Advanced Linear Algebra, Matrix Theory & Multivariable Calculus
- Probability Distributions & Mathematical Statistics
- Advanced Python Programming & Scientific Libraries
- Distributed Database Systems & Advanced SQL
- Exploratory Data Analysis & Statistical Visualization
Semester 3: Machine Learning & Big Data Engineering
- Supervised & Unsupervised Machine Learning Algorithms
- Time-Series Analysis & Econometric Forecasting
- Big Data Engineering with Apache Spark & Cloud Pipelines
- Deep Learning & Neural Network Architectures (PyTorch)
- Natural Language Processing (NLP) & Information Retrieval
Semester 4: Advanced Specialisation & Research Thesis
- Reinforcement Learning & Optimization Techniques
- Computer Vision & Pattern Recognition
- AI Governance, Model Interpretability & Ethics
- Master's Research Dissertation / Live Industry Data Science Thesis
