We are always looking for passionate, self-motivated students who are genuinely interested in the research topics conducted in our lab. If you are interested in joining our lab, send an e-mail with your curriculum vitae, transcript, research statement, GitHub ID to s.kang@skku.edu (DO NOT call; please use email).
** I may not reply to your email if the required documents are not included. **
I can accept at most 1~2 applicants per semester.
I do not normally accept part-time graduate students unless they have an exceptional research background.
For foreign applicants, I only accept those who can speak or are willing to learn Korean.
학부연구생 또는 대학원 지원 시 먼저 이 내용을 확인해주기 바랍니다.
The following courses provide the fundamentals (minimum qualification) required to conduct research at our lab.
Data Science Basics & Programming: ESM3081: Programming for Data Science (Undergraduate)
Data Mining & Machine Learning: ESM4111: Data Analytics and Machine Learning (Graduate)
Deep Learning: ESM5120: Learning from Data (Graduate),
PyTorch Implementation: Dive into Deep Learning https://d2l.ai/
It is highly recommended to take the following courses (or equivalent) during your undergraduate studies.
Probability & Statistics
Linear Algebra
Operations Research (Optimization)
Programming (Python, PyTorch)
Database
Data Structures
Data Mining
Machine Learning