Below you will find pages that utilize the taxonomy term “Neural Network”
Projects
Project 5: Predicting Vote & Ideology with Demographics and Browsing Data (Thesis)
Extracted features from the Media Exposure and Opinion Formation (MEOF) survey. Processed large quantities (millions of rows) of user trace data from YouGov Utilized Python and R for proper data cleaning Segmented and documented code for modularized implementation Optimized Machine Learning models, neural networks, and utilized natural language processing for topic modeling The model performance for ideology is significantly better. GitHub Repository
Paper