Instructor

  • Park, Seongsik (week01 – week07)
  • Lee, Changhwan (week08 – week15)

Language

  • Lecture: Korean
  • Material: English / Korean

Exam

Lecture videos

Lecture slides

  1. Lecture 01 | Convex Optimization and SVM I (slide, note)
  2. Lecture 02 | Convex Optimization and SVM II (note)
  3. Lecture 03 | Gaussian Process Regression I (slide, note)
  4. Lecture 04 | Gaussian Process Regression II (slide, note)
  5. Lecture 05 | Markov Chain Monte Carlo I (slide, note)
  6. Lecture 06 | Markov Chain Monte Carlo II (slide, note)