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Posts within category: Capstone
Capstone
Predicting Lending Club Defaults and Returns
by , , , and
Apr 8, 2021
Introduction In the days before peer-to-peer (P2P) lending, if you needed money for personal purposes, you had a...
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Capstone
A Tale Of Two Cities: Prediction of Zillow Rental Indices for Phoenix and Tampa
by , , , and
Apr 5, 2021
Motivation US renters paid $512.5 billion in rent in 2019, according to Zillow’s report. Leading the pack was...
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Capstone
Detecting Health Insurance Fraud: Reducing Costs for Both the Insurers and the Insured
by , and
Mar 24, 2021
Github repo The Problem: Overwhelming Costs of Healthcare Fraud According to the Institute of Medicine, health insurance fraud...
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Capstone
Machine Learning Strategy to Improve ROI in Lending Club's High-Grade Loans
by
Mar 9, 2021
Executive Summary The central aim of the current project is to improve the return on investment in Lending...
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Capstone
Predicting Early Readmissions in Diabetic Patients
by
Feb 4, 2021
Author: Yi Cao, Matt Hope, Ava Park   Introduction The cost of healthcare in the United States is...
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Capstone
A Machine Learning Approach to Predicting Loan Defaults
by , , and
Dec 21, 2020
Lending Club was a peer-to-peer lending platform that connected investors to borrowers. They were an alternative to the...
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Capstone
Predicting Profitability with Lending Club
by and
Oct 24, 2020
Introduction: Lending Club is a peer to peer lending company that acts as an intermediary that matches people...
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Capstone
Zillow Rent Index: Analysis and Prediction
by , , and
Apr 5, 2021
GitHub Project Objective Our objective for this project was to predict the Zillow Rent Index (ZRI) values for...
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Capstone
Beating the Scam: Identifying Medicare Fraud through Machine Learning
by
Mar 25, 2021
Photo by Jp Valery on Unsplash Overview Losses due to Medicare fraud in the United States are estimated...
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Capstone
Machine Learning Applications for Semiconductor Manufacturing Process Control
by
Mar 10, 2021
Semiconductor processes are arguably the most complex manufacturing processes today and provide the physical backbone of technology. A...
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Capstone
Predicting Winners of Professional Tennis Matches
by
Feb 8, 2021
Introduction For my capstone project, I built various machine learning models to predict the winners of matches on...
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Capstone
Analysis and Predictions of Zillow Rental Index
by , and
Jan 7, 2021
Link to the Code Objective Two main objectives of this project are to determine the factors that influence...
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Capstone
Identifying Provider Fraud For Healthcare Insurers
by , and
Oct 30, 2020
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
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Capstone
Forecasting Zillow Rent Index
by and
Oct 21, 2020
GitHub In working with our partner company, our objective was to create a model to forecast the Zillow...
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