IIMB UG Programme

BSc Data Sciences
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  • BSc Data Sciences

Semester I

Semester II

Semester III

Semester IV

Semester V

Semester VI

Semester VII

Semester VIII

Programming 1 Statistical Inference Stochastic Processes Machine Learning Time Series and Forecasting Foundations of AI Reinforcement Learning, Deep Learning Sampling Design and Design of Experiments /Capstone
Probability Programming 2 Data Structures Numerical Methods and Algorithms Data Dashboards and Storytelling Corporate Finance Elective Gen AI and Agentic AI Nonlinear and Dynamic Programming / Capstone
Linear Algebra Linear and Integer Programming Data Mining and Decision Trees Econometrics 2 Operations Management Behavioral Economics Building the New Venture Valuation
Calculus Differential and Difference Equations Econometrics 1 Microeconomics 1 Elective Game Theory Managerial Decision Making Investments
Professional Communication 1 Technical Writing 1 Professional Communication 2 Technical Writing 2 Environmental Science Macroeconomics 1 Digital Literacy, DM Dev Elective
Sports/Yoga Critical thinking, Logic Foundations of Management 1 Understanding India & Economy Human Behaviour & Psychology Indian Constitution Law Personal Finance International Religion
          Foundations of Management 2   Ethics and Value
Potential Electives(Data Sciences)

Quantitative Risk Management, Supply Chain Optimization, Combinatorial Optimization, Big Data Computing, Stochastic Differential Equations, Nonlinear and Non-parametric Regression