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James Topor

Recently Published

Predicting Tanzanian Water Pump Maintenance Needs
Fall 2017
A Multi-faceted Approach to Music Recommendations
Summer 2017
Implementation of SVD and Alternating Least Squares in SparkR/DataBricks
Summer 2017
Beyond Accuracy: Adding Greater Serendipity to a Recommender System
Summer 2017
Matrix Factorization via Singular Value Decomposition
Summer 2017
User-Based and Item-Based Collaborative Filtering
Summer 2017
Implementing Convolutional Neural Networks for Image Classification and Facial Recognition Using Tensorflow v1.0
Spring 2017 Independent Study in Neural Networks and Machine Learning
Optimized Decision Making for Library Shelf Space Through Simulation
Fall 2016
Behavioral Effects on Contract Renewals
Summer 2016
Predicting Auto Insurance Liabilities via Linear & Binary Logistic Regression
Summer 2016
Predicting Neighborhood Crime Rates via Binary Logistic Regression
Summer 2016
Multivariate Linear Regression using Stochastic Gradient Descent
Spring 2016
Blackjack Simulation via Monte Carlo Methods
Fall 2016
Per Capita Metrics as Predictors of Tuberculosis Infection Rates
Spring 2016