Posts within category: Capstone

Remote Sensing for Climate Resilience
Prioritizing hyper-local strategies in Los Angeles County from satellite images It’s splashed across the headlines week after week:...
Solving Citi Bike's Rebalancing Problem
Introduction As of 2020, the global bike sharing market was valued at 3 billion USD. Bike sharing attempts...
Detecting the Red Flags of Medicare Fraud
LinkedIn | Other Work | Github Repository Introduction Medicare is the federal health insurance program of the United...
Certainty in Healthcare Fraud Detection: Peering into the Black Box
Github | David Gottlieb LinkedIn | Theodore Cheek LinkedIn Healthcare in the United States suffers from an increasingly...
Hy-Vee Liquor Store Research
Will Han Github | LinkedIn Gary Lin Github | LinkedIn Background Information Here is a quote from The...
HealthCare Fraud Detection
Introduction HealthCare fraud is a prevalent issue in America and it is severe consequences to consumers, increasing the...
Topic Modeling and Sentiment Classification of Tweets
Github Background and Motivation For any company that provides a product or service, understanding its audience is essential....
Predicting Customer Churn Using Python
Introduction Companies incur a big loss on customer churn, also, known as attrition; which is defined as the...
Forecasting U.S. Rent Prices with Alternative Data
Project GitHub | LinkedIn:   Niki   Moritz   Hao-Wei   Matthew   Oren 60 Second Summary Supervised ML models were applied to...
Forecasting Zillow Rent Index in Texas
GitHub The Problem Texas rental prices are currently surging, surpassing pre-pandemic values, so there is benefit to identifying...
Can a Computer Write a Hallmark Holiday Movie?
As the holidays approach, many of us eagerly await a new crop of Hallmark Holiday movies: positive, reassuring,...
Insurance Claim
Predicting Claim or No-claim, A classification problem The objective of this project is to predict whether a customer...
Forecasting Housing Rentals
Introduction Legendary psychologist Abraham Maslow illuminated the significance of shelter in his Hierarchy of Needs, a mental model...
Predicting and Characterizing Healthcare Fraud
GitHub IntroductionThe National Health Care Anti-Fraud Association estimates conservatively that healthcare fraud costs the nation about $68 billion...

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