Posts within category: Capstone

Are Lending Club Notes A Good Investment?
Introduction Lending Club is an American peer-to-peer lending company, i.e., borrowers can set up a profile and request...
Beating the Scam: Identifying Medicare Fraud through Machine Learning
Photo by Jp Valery on Unsplash Overview Losses due to Medicare fraud in the United States are estimated...
Machine Learning Applications for Semiconductor Manufacturing Process Control
Semiconductor processes are arguably the most complex manufacturing processes today and provide the physical backbone of technology. A...
Predicting Winners of Professional Tennis Matches
Introduction For my capstone project, I built various machine learning models to predict the winners of matches on...
Analysis and Predictions of Zillow Rental Index
Link to the Code Objective Two main objectives of this project are to determine the factors that influence...
Identifying Provider Fraud For Healthcare Insurers
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
Forecasting Zillow Rent Index
GitHub In working with our partner company, our objective was to create a model to forecast the Zillow...
Zillow Rent Index: Analysis and Prediction
GitHub Project Objective Our objective for this project was to predict the Zillow Rent Index (ZRI) values for...
Detecting Health Insurance Fraud: Reducing Costs for Both the Insurers and the Insured
Github repo The Problem: Overwhelming Costs of Healthcare Fraud According to the Institute of Medicine, health insurance fraud...
Machine Learning Strategy to Improve ROI in Lending Club's High-Grade Loans
Executive Summary The central aim of the current project is to improve the return on investment in Lending...
Predicting Early Readmissions in Diabetic Patients
Author: Yi Cao, Matt Hope, Ava Park   Introduction The cost of healthcare in the United States is...
A Machine Learning Approach to Predicting Loan Defaults
Lending Club was a peer-to-peer lending platform that connected investors to borrowers. They were an alternative to the...
Predicting Profitability with Lending Club
Introduction: Lending Club is a peer to peer lending company that acts as an intermediary that matches people...
Predicting Horse Racing Outcomes
Background The horse racing community has been using quantitative data to develop betting algorithms for decades.  Indicators including...

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