Machine Learning

Email Campaign Experiment Analysis for a Wine Retailer

Evaluating the effectiveness of the email campaign as well as determining the target customers using satistical analysis and machine learning.

Analysis of Movie Reviews on Douban.com

Applying statistical analysis to identify characteristics of popular movie reviews, and predicted sentiment using machine learning methods.

HELOC Risk Prediction

Detecting HELOC risk for financial institutions with machine learning techniques while providing feature explanation as well as a user-friendly interactive interface.