Teaching
Teaching
2025-Fall@CWNU
Statistical Computing 1 (undergraduate) - Python programming
Time Series Analysis (undergraduate)
Deep Learning (undergraduate)
2025-Spring@CWNU
Statistical Computing 2 (undergraduate) - random number generating, resampling, EM algorithm, Monte Carlo method, MCMC, ...
Exploratory Data Analysis with R (undergraduate) - visualization, shiny. ex1 (김O원 학생 作), ex2 (김O연 학생 作).
Big Data Analysis (undergraduate) - machine learning: (non)linear regression, LDA/QDA, ensemble (random forest, boosting), neural networks
2024-Fall@UOS
Convex Optimization (graduate)
2024-Spring@UOS
Python Programming (graduate)
2023-Fall@UOS
Data Visualization (graduate)
2023-Spring@UOS
Introduction to Statistics (undergraduate)
Python and Deep Learning Programming (graduate)