Class Infomation

The MA program requires at least 34 credits, excluding the 6 credits for the thesis.

Required Courses: 4 courses, total of 4 credits

Professional Preassign: 5 courses, total of 15 credits

Elective courses: at least 15 credits

※ An English graduation threshold is required.

  Course Name Required / Elective Credits
Specialized courses required Special Topics (1)~(4) Required 4
Professional Preassign Statistical Methods Required 3
  Data Science Required 3
  Optimization Methods Required 3
  Machine Learning Required 3
  Data Analysis in Practice (Statistical Consulting) Required 3
Elective courses High Frequency Financial Data Analysis Elective 3
  Data Visualization Elective 3
  Social and Information Network Analysis Elective 3
  Recommendation System (or other information related courses) Elective 3
  Deep Learning Elective 3
  Artificial Intelligence Elective 3
  Bioinformatics Elective 3
  *Elective courses offered by the Institute of Statistics Elective



Δ GEPT Level: Advanced at least.
Δ TOEFL IBT Score: 72 at least.
Δ IELTS Score: 5.5 at least.
Δ TOEIC Scores: 785 at least.
Δ If you fail any of the above tests, you will receive a credit for taking an English-taught course.