For prospective students,

We are always looking for passionate, self-motivated students who are interested in research towards bridging the gap between theory and practice in machine learning through practical methodologies. If you are interested in joining our lab, send an e-mail with your curriculum vitae, transcript, and research statement (should be relevant to any ongoing research topic of our lab) to s.kang@skku.edu.

• • I may not reply to an email if it does not contain the required documents listed above.

  • 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) 

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