### 1. Core Courses

16 credits from the following list of courses:

Code

Course Title

Credits

MSDM 5001

Introduction to Computational and Modeling Tools

3

MSDM 5002

Scientific Programming and Visualization

3

MSDM 5003

Stochastic Processes and Applications

3

MSDM 5004

Numerical Methods and Modeling in Science

3

MSDM 5005

Innovation in Practice

3

MSDM 6771

Data-Driven Modeling Seminars and Tutorials

1

### 2. Elective Courses

15 credits from the following list of courses:

Code

Course Title

Credits

MSDM 5051

Algorithm and Object-Oriented Programming for Modeling

3

MSDM 5053

Quantitative Analysis of Time Series

3

MSDM 5054

Statistical Machine Learning

3

MSDM 5055

Deep Learning for Modeling: Concepts, tools, and techniques

3

MSDM 5056

Network Modeling

3

MSDM 5058

Information Science

3

MSDM 5059

Operations Research and Optimization

3

MSDM 6980

Computational Modeling and Simulation Project

3

PHYS 5120

Computational Energy Materials and Electronic Structure Simulations

3

Apart from the electives in the MSc(DDM) Program, students are allowed to take up to 3 credits of electives offered by the MSc Program in Financial Mathematics, subject to approval of the Program Director.

(for students admitted in 2023-24 and thereafter)

### 3. Remarks

Part-time students may take a maximum of 9 credits in each term.