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Online MSc in Data Science 1st Year Syllabus - MAHE

Duration 12 months
Hours 15 to 20 hours per week
Semester 2 sem
Course Credit 40 Credits
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Semester 1 Subjects

Computational Mathematics

Probability and Probability Distribution

Programming with R and Python

Statistical Inference

Database Management

Semester 2 Subjects

Linear Regression Models

Time Series Analysis

Applied Multivariate Data Analysis

Machine Learning Methods

Big Data Analytics

Mini Project

Online MSc in Data Science 2nd Year Syllabus - MAHE

Duration 12 months
Hours 15 to 20 hours per week
Semester 2 sem
Course Credit 40 Credits
Semester 3 Subjects

Design and Analysis of Experiment

Stochastic Processes

Research Methodology

Deep Learning Principles and Application

Categorical Data Analysis and Generalized Linear Models

Semester 4 Subjects

Computer Vision

Natural Language Processing

Bayesian Statistical Modelling

Data Visualization using Tableau & Power BI

Capstone project

Online MSc in Business Analytics 1st Year Syllabus - MAHE

Duration 12 months
Hours 15 to 20 hours per week
Semester 2 sem
Course Credit 40 Credits
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Semester 1 Subjects

Financial Reporting and Statement Analysis

Business Statistics

Managerial Economics

Programming with R & Python

Database Management

Semester 2 Subjects

Business Econometrics

Financial Management

Applied Multivariate Data Analysis

Data Visualization

Design and Analysis of Experiments

Mini Project

Online MSc in Business Analytics 2nd Year Syllabus - MAHE

Duration 12 months
Hours 15 to 20 hours per week
Semester 2 sem
Course Credit 40 Credits
Semester 3 Subjects

Time Series Analysis

Machine Learning Methods

Deep Learning Principles and Applications

Project Management

Research Methodology

Semester 4 Subjects

Big Data Analytics

Choose any one elective group
Elective (Marketing): Marketing Analytics, Digital and Web Analytics
Elective (Finance): Financial Assets Valuation, Financial Analytics

Capstone Project

Online MSc in Mathematics 1st Year Syllabus - MUJ

Duration 12 months
Hours 15-20 hours per week
Semester 2 sem
Course Credit 43 Credits
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Semester 1 Subjects

Advanced Linear Algebra

Mathematical Analysis

Advanced Differential Equations

Advanced Complex Analysis

Topology-I

Dynamics of a Rigid Body

Semester 2 Subjects

Partial Differential Equation

Optimization Theory and Techniques

Functional Analysis

Measure Theory & Integration

Research Methodology & Technical Writing

Seminar

Online MSc in Mathematics 2nd Year Syllabus - MUJ

Duration 12 months
Hours 15-20 hours per week
Semester 2 sem
Course Credit 38 Credits
Semester 3 Subjects

Core Subjects

Fluid Dynamics

Special Functions

Integral Equations and Calculus of Variations

Theory of Field Extensions

Electives:

Fuzzy Sets & Their Applications

Mechanics of Solids

Fundamentals of Data Science

Machine Learning

Theory of Computation

Simulation and Modelling

Mathematics for Economists

Econometrics Applications

Semester 4 Subjects

Core Subjects

Project

Electives:

Mathematical Statistics

Linear Models

Data Visualization

Business Analytics

Quantum Computing

Natural Language Processing (Deep Learning)

Econometric Methods

Bayesian Econometrics

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