Courses at Yonsei University
Current undergraduate and graduate courses taught at Yonsei University. I won the Excellence in Teaching Award in 2023.
Undergraduate
STA2105
Statistical Methods
Basic concepts and methods of statistics.
STA4122
Information Theory for Data Science
The intersection of information theory, machine learning, and data science.
STA4123
Introduction to Optimization for Data Science
Optimization foundations for data science.
Graduate
STA9078
Recent Advances in Large-scale Machine Learning
Papers from the last five years on the theory and practice of large-scale ML.
STA9081
Recent Advances in Theoretical Machine Learning
Recent papers on theoretical machine learning.
STA9200
Advanced Deep Learning Theory
Approximation, optimization, and generalization in deep learning.
Teaching & tutoring at KAIST
- Introduction to AI · Lecturer · Seongnam–KAIST Next-Gen ICT Center Fall 2020
- EE485 MyEE · Head TA · 180-student course Spring & Fall 2017
- EE321 Communications Engineering · Head TA Fall 2015, Spring 2016
- EE528 Random Processes · Tutor Spring 2019
- EE202 Signals and Systems · Tutor Spring 2015, 2016
- EE102 Calculus II · Tutor Fall 2014