Data Science Projects
WoW Data Analysis
An in depth report exploring the various relationships that exist between PvP battleground statistics.
Support Vector Machines
An analysis of Spotify song data using various support vector machines models.
Mobile Phone Classification
Web Ad Clicks
Movie Review NLP
Utilizing natural language processing to predict how many stars a user would rate a movie based on written reviews.
Online Car Marketplace
NFL Data Scrape & Analysis
Nasa Nearest Earth Objects
Utilizing tree ensembles to analyze mobile phone features and make predictions about their price range.
Online ad click prediction using simple neural networks.
Analysis of car listing data scraped from over 9000+ postings (Cars.com)
Analysis of NFL league data scraped from the official NFL website.
Classifying asteroids from a NASA dataset to identify "near-Earth objects".