Beyond the Tumor: Analyzing Wisconsin Breast Cancer Data

This project analyzes a Wisconsin breast cancer data set, using statistical analysis and machine learning techniques to find important correlations between various features and diagnosis The goal is to train a model to make accurate diagnoses.

Cluster Analysis of Mastercard Stock Performance

Regression analysis on the closing price of Mastercard Stock History (2006-2021). Multilinear regression with LASSO and ridge regularization and Knn regression with hyperparameter optimization are performed for clustering analysis.

Clustering Analysis on sample of Credit Card Customers:

Clustering analysis was performed on a sample of credit card customers to analyze demographics and features through K-means clustering and Agglomerative clustering with 3 types of linkage.

Box-Office Prediction: Senior Project

This project employs a variety of machine learning tools to find optimal ways to predict a movie's box office outcome.