Programmes of Study - Courses Offered
MSc - Statistics with Data Science
Semester 1 - Mr. Benno Mathew | |||
SI. No. | Course | Teacher | Title |
1 | Core Course-Theory | Dr. Biju Thomas | MEASURE AND PROBABILITY THEORY |
2 | Core Course-Theory | Ms. Nourin Jahan | SAMPLING THEORY |
3 | Core Course-Theory | Dr. Mini.L | THEORY OF PROBABILITY DISTRIBUTIONS |
4 | Core Course-Theory | Ms. Neeraja Menon | ANALYTICAL METHODS FOR STATISTICS |
5 | Core Course-Theory | Mr. Benno Mathew | STATISTICAL COMPUTING 1 USING PYTHON |
Semester 2 - Mr. Benno Mathew | |||
SI. No. | Course | Teacher | Title |
1 | Core Course-Theory | Dr. Mini.L | ESTIMATION THEORY |
2 | Core Course-Theory | Ms. Nourin Jahan | STOCHASTIC PROCESSES |
3 | Core Course-Theory | Ms. Neeraja Menon | MULTIVARIATE DISTRIBUTIONS |
4 | Core Course-Theory | Dr. Biju Thomas | TESTING STATISTICAL HYPOTHESES |
5 | Core Course-Theory | Mr. Benno Mathew | STATISTICAL COMPUTING 2 USING R |
Semester 3 - Dr. Biju Thomas | |||
SI. No. | Course | Teacher | Title |
1 | Core Course-Theory | Dr. Biju Thomas | DESIGN AND ANALYSIS OF EXPERIMENTS |
2 | Core Course-Theory | Mr. Benno Mathew | TIME SERIES ANALYSIS |
3 | Core Course-Theory | Ms. Neeraja Menon | MULTIVARIATE ANALYSIS AND STATISTICAL TECHNIQUES FOR DATA MINING |
4 | Core Course-Theory | Mr. Saneesh Kumar V G | STATISTICAL MODELLING |
5 | Core Course-Theory | Ms. Nourin Jahan | STATISTICAL COMPUTING 3 USING R AND PYTHON |
Semester 4 - Dr. Biju Thomas | |||
SI. No. | Course | Teacher | Title |
1 | Core Course-Theory | Dr. Biju Thomas | NON-PARAMETRIC STATISTICS |
2 | Core Course-Theory | Ms. Neeraja Menon | APPLIED ALGORITHMS AND ANALYSIS OF MULTITYPE DATA |
3 | Core Course-Theory | Mr. Benno Mathew | MACHINE LEARNING |
4 | Core Course-Practical | Ms. Nourin Jahan | DATA VISUALIZATION |
5 | Core Course-Theory | Mr. Saneesh Kumar V G | ANALYSIS OF CATEGORICAL DATA |
6 | Project | Dr. Biju Thomas | PROJECT WORK AND INTERNSHIP (IN A REPUTED INDUSTRY/RESEARCH INSTITUTE) |
7 | Project | Dr. Mini.L | COMPREHENSIVE VIVA-VOCE |