MSc in Data Science Course Curriculum

Core Course Description

For each term, we offer one course in 8 weeks. For MBA, there are 12 courses for 12 terms. 

Core Course Description

For each term, we offer one course in 8 weeks. For MBA, there are 12 courses for 12 terms. 

TermCourse
1st[STA511] Regression Analysis 1
[STA512] Regression Analysis II
2nd[MAT521] Game Theory
[STA501] Data-based Decision Making
3rd[STA513] Regression Analysis III
[STA514] Bayesian Statistics I
4th[STA515] Bayesian Statistics II
[COM501] Scientific Programming
5th[MAT525] Information Theory
[COM502] Machine Learning
6th[STA521] Panel Data Analysis
[BUS501] AI in Digital Marketing
7th[MAT525] Information Theory
[COM503] Deep Learning
8th[MAT523] Social Network Analysis
[BUS502] AI Business Cases
9th[MAT522] Games with Incomplete Information
[COM504] Reinforcement Learning
10th[MAT524] Probabilistic graphical models
[BUS503] Law and AI
11th[COM523] Advanced Deep Learning
[COM505] Data Visualization
12th[COM524] Advanced Reinforcement Learning
[COM506] Data Management
*Additional dissertation is required for graduation. More details to refer program intro