Page Archive
[MGT6705] Time Series Data Analysis and Forecasting Mid-term Project
Physicochemical Properties Related to the Quality of Red Wines
: Analyzing Numerical properties that affect the quality of red wines using ordered probit regression models.
[MGT6705] Time Series Data Analysis and Forecasting Final-term Project
Forecasting and Enhancing Japanese Tourism to Korea
: Modeling Japanese tourist arrivals using SARIMA/SARIMAX with search trend-based external regressors.
[CSE4110] Database-Systems Individual Projects
Real Estate Database Management Program
KAIST GSDS Interview Presentation: Multimodal Purchase Prediction
Modeling consumer purchase decisions using multimodal data with cultural context awareness.
Presented at KAIST Graduate School of Data Science Interview.
[MGTG610] Multimodal Modeling of Product Matching: Kaggle Shopee Case Study
Extended from KAIST GSDS interview project: Multimodal modeling for identifying same product listings using real-world text and image data from Shopee Kaggle Competition.
[MGT4516] AI Marketing Individual Presentations
A series of Data Science analytics projects using Kaggle datasets
: From Diabetes Classification to Recommendation Systems.