Posts within category: Capstone

Kaggle Fraud Detection
As a group we completed the IEEE-CIS (Institute of Electrical and Electronic Engineers) Fraud Detection competition on Kaggle....
Predicting Congestive Heart Failure
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
Hangry? Not Anymore.
Introduction There are many ways recommender systems impact the way people behave. For companies, they improve retention for...
Hospital readmission prediction
Introduction A goal of the Affordable Health Care Act is to increase the quality of hospital care in...
Learning category-wise product features from amazon reviews
Overview As a long-time Amazon Prime member, I rely heavily on the product reviews for my Amazon purchases....
Business Insights in the NYC Coworking Industry
INTRO For our final capstone project, we utilized R & Python to develop key metrics & analytics tools...
Data Integration and loan default risk analysis using Machine Learning
Github link to the project Introduction Marketplace lending is an alternative to traditional financial institutions. It directly pairs the...
Predicting the Outcome of Professional Tennis Matches
Introduction Betting on tennis is becoming increasingly popular. As a first step to developing a betting strategy, it...
Bitcoin Signal Analysis
Introduction The purpose of this capstone project was to evaluate the efficacy of a neural net-based approach to...
2017 Youth Risk Behavior Survey: Analysis and Shiny App
Introduction Shiny App | GitHub The Youth Risk Behavior Survey (YRBS) is a survey administered by the Centers...
Fraud Detection with Vesta Corporation
Payment fraud costs merchants eight percent of revenue annually. In businesses such as retail where margins are razor-thin,...
KettleSpace - Utilization and Operations Analysis
Introduction KettleSpace is a startup company revolutionizing the coworking space industry by partnering with venues such as restaurants,...
Prediction of Credit Default Risk
The most important task for any lender is to predict the probability of default for a borrower. An...
Multi-target Image Classification Using CNN
Introduction Billions of dollars are wasted on digital ads that are ultimately unseen, sipped, ignored, or closed.  That...

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