Pre-Semester Course List IIM-Calcutta

Sl. No.Course NameCourse Type
1Marketing ManagementCore
2Financial Reporting & AnalysisCore
3Contemporary Business AnalyticsCore
4Organizational BehaviourCore
5Managerial CommunicationCore

Semester - I Courses at ISI

Sl. No.Course NameCourse Type
1Computing for Data SciencesCore
2Fundamentals of Data Base SystemsCore
3InferenceCore
4Statistical Structures in DataCore
5Stochastic Processes and ApplicationsCore

Semester - II Courses at IIT Kgp

Sl. No.Course NameCourse Type
Electives I
Electives II and III
1Data Science LaboratoryCore
2Foundations of Algorithm Design and Machine LearningCore
3Modelling in Operations ManagementCore
4Regression and Time Series ModelsCore
5Big Data ProcessingElective
6Complex NetworkElective
7Deep LearningElective
8Product AnalyticsElective
9Supply Chain AnalyticsElective
10Optimization and Business Decision AnalysisElective
11Basics of Marketing Analytics (Offered to batch 7 but not to 8)Elective
12Business Accounting and Banking Analytics(Offered to batches prior to 7)Elective
13Healthcare Analytics(Offered to batches prior to 7)Elective

Semester - III Course List - Core & Elective IIM-Calcutta

Sl. No.Course NameCourse Type       
Elective-IV
Elective-V, Elective-VI & Elective-VII
1Categorical Data AnalysisCore       
2Business Data MiningCore       
3Business EconomicsCore       
4Project ManagementCore       
5Strategic ManagementCore       
6Human Resource ManagementCore       
7Corporate FinanceCore       
8Selected Aspects of Advanced Predictive ModellingElective       
9Econometric Methods with Applications in Business and EconomicsElective       
10Financial Risk ManagementElective       
11Computational FinanceElective       
12Pricing & Revenue OptimizationElective       
13Games & InformationElective       
14Leading Professional TeamsElective       
15Bayesian Methods for Business AnalyticsElective       
16Intercultural Business CommunicationElective       
PRE-SEMESTER – IIM Calcutta
Sl. No. Course Name Course Type
1 Marketing Management Core
2 Financial Reporting & Analysis Core
3 Contemporary Business Analytics Core
4 Organizational Behaviour Core
5 Managerial Communication Core
SEMESTER - I ISI
Sl. No. Course Name Course Type
1 Stochastic Processes and Applications Core
2 Statistical Structures in Data Core
3 Inference Core
4 Computing for Data Sciences Core
5 Fundamentals of Data Base Systems Core
SEMESTER – II IIT Kharagpur
Sl. No. Course Name Course Type
1 Modelling in Operations Management (Mom) Core
2 Regression and Time Series Models (Rtsm) Core
3 Foundations of Algorithm Design and Machine Learning (Fadml) Core
4 Data Science Laboratory (Dsl) Core
Elective
5 Enabling Technologies for Data Analytics Elective
6 Information Retrieval Elective
7 Cloud Computing Elective
8 Complex Network Elective
9 Randomized Algorithm Design Elective
10 Optimization and Business Decision Analysis Elective
11 Analytics for Ventures / Venture Analytics Elective
12 Product Analytics Elective
13 Business Accounting and Banking Analytics Elective
14 Basics of Marketing Analytics Elective
15 Business Model Analytics Elective
16 Healthcare Analytics Elective
17 Supply Chain Analytics Elective
18 Ethical and Legal considerations in Business Analytics Elective
SEMESTER – III IIM Calcutta
Sl. No. Course Name Course Type
1 Categorical Data Analysis Core
2 Business Data Mining Core
3 Business Economics Core
4 Project Management Core
5 Strategic Management Core
6 Human Resource Management Core
7 Corporate Finance Core
Elective
8 Selected Aspects of Advanced Predictive Modelling Elective
9 Econometric Methods With Applications in Business and Economics Elective
10 Financial Risk Management Elective
11 Computational Finance Elective
12 Games & Information Elective
13 Intercultural Business Communication Elective
14 Leading Professional Teams Elective
15 Causality in Statistical Learning for Business Applications Elective
SEMESTER – IV
Sl. No. Course Name Course Type
1 INDUSTRY INTERNSHIP[ Internship based Project ] Compulsory