Stroke Prediction

I built 8 machine learning models to predict strokes using a Stroke Prediction Data set from Kaggle. Performed oversampling to balance the data set for to train models and conducted feature importance analysis to determine which variables contributed the most predictive power to whether one...

Yelp Restaurant Reviews Analysis

We looked at a subset of the restaurant reviews on Yelp and attempts to draw conclusions about the relationship between various words in the text portion of the review and the star rating through using text mining. The objective is to identify which reviews are positive and negative based on the...

Credit Card Default Analysis

We analyzed a dataset containing the defaults of credit card clients in Taiwan from the UCI Machine Learning Repository. Our goal was to create various machine learning models that can predict whether a given individual will default on their next credit card payment using Python. We created...

American Airlines On-Time Performance Analysis

A look at American Airline's on-time performance during 2020 in comparison to the industry as a whole as well as a direct comparison to its closest competitor, Delta Airlines. This was completed using Tableau. The project was uploaded to github as a powerpoint since the original packaged...