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Posts within category: Capstone
Capstone
Predicting ZORI using COVID-19 and Census Data
by , and
Jul 22, 2021
Introduction The COVID-19 pandemic drastically shifted consumer preferences in housing. This created a scenario that made housing prices...
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Capstone
Advice for LendingClub Investors
by
Jun 16, 2021
Github Repository Introduction LendingClub is a Fintech company that provides people with an alternative to taking out loans...
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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
Attention Monitoring
by
Jul 17, 2021
LinkedIn | GitHub | Email | Notebook | Webapp  The Idea Hate to break it to you, but you...
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Capstone
Investment in Lending Club - Loan Default & Investor ROI Prediction
by and
May 5, 2021
Introduction In financial industry, banks have historically handled most consumer and small business lending to a great extent....
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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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