Indian Institute of Technology Bombay

 

M.Sc. (APPLIED STATISTICS AND INFORMATICS)        

COURSE CURRICULA

 

L = Lecture,    T = Tutorial,      P = Practical,      C = Credits

 

 

              I Semester                                             II Semester

 

Course Number

Course Name

 

 L  T  P  C

 

Course Number

Course Name

 

  L  T   P  C

MA 401

Linear Algebra

 

 3   1  0    8

 

SI 402

Statistical Inference

  3   1   0   8

MA 403

Real Analysis

 

 

 3   1  0    8

 

SI 404

Applied Stochastic Processes

 

  2   1   0   6

SI 421

Introduction to Mathematical Software

 

 

 0   0  3   3

 

SI 412

Algorithms

  3   1   0   8

SI 417

Introduction to Probability Theory

 

 

  3  1   0   8

 

SI 416

Optimization

  2   1   0   6

SI 419

Combinatorics

 

 

  2  1   0   6

 

SI 418

Advanced Programming  and Unix Environment

  0   0   3   3

CS 101

Computer Programming and Utilization

 

  2  0   2   6

 

SI 422

Regression Analysis

  3   0   2   8

 

Total

13  4  5 39

 

 

Total

13   4  5 39

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

                 III Semester                                                               IV  Semester

 

Course Number

Course Name

 

  L  T P   C

 

Course Number

Course Name

 

 L  T  P C

SI 501

Topics in Theoretical Computer Science

 

  3   1   0    8

 

SI 509

Time Series Analysis

  2   1   0    6

SI 507

Numerical Analysis

 

 

  3   1   0    8

 

CS 634

Information System

  3   0   0    6

 

 

Elective I

  3   1   0    8

 

Elective IV

 

  2   1   0    6

 

 

Elective II

   3   1  0    8

 

 

Elective V

 

  2   1   0    6

 

Elective III

 

   2    1  0   6

 

 

Elective VI

  2   1    0   6

 SI 593

Project Stage I

 

   0    0  0   4

 

 SI 598

Project Stage II

  0   0    0    8

 

Total

 14   5  0  42

 

 

Total

11   4   0  38

 

 

 

 

 

 

 

 

 

 

 

 

Grand Total

51 17 10 158

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Total Contact Hours   :   78

                        Credits  : 158

 

 

List of Electives

M.Sc. (APPLIED STATISTICS AND INFORMATICS)          

 

 

 

Elective I

 

MA 419  Basic Algebra

SI   503  Categorical Data Analysis

 

Elective II

 

MA 417  Ordinary Differential Equations

SI    505  Multivariate Analysis

           

Elective III

 

MA 533  Advanced Probability

SI    528  Biostatistics

SI    511  Computer Aided Geometric Design

SI    513  Theory of Sampling

SI    515  Statistical Techniques in Data Mining

SI    525  Testing of Hypothesis

EE   649  Finite Fields and their Applications

 

Elective IV

 

SI   512  Finite Difference Methods for Partial Differential Equations

SI   526  Experimental Designs

 

Elective V

 

SI   508  Network Models

SI   534  Nonparametric Statistics

                       

Elective VI

 

SI   514  Statistical Modeling

SI    527  Introduction to Derivative Pricing

SI   530  Statistical Quality Control

SI   532  Statistical Decision Theory

SI   540  Stochastic Programming and Applications

SI   542  Mathematical Theory of Reliability

CS  206  Formal Methods in Computer Science

EE  636  Matrix Computations

EE  720  An Introduction to Number Theory and Cryptography