Posts within category: Capstone

Predicting NICU Admissions and CCHD
The Center for Disease Control and Prevention annually publishes selected characteristics for all birth and pregnancy-related events for independent...
Predicting Loans with Positive ROI
Introduction San Francisco-based LendingClub is a peer-to-peer lending institution founded on Facebook in 2007. It counts as a...
Predicting House Prices from Scraped Exterior Frontal Images
Predicting House Prices from Scraped Exterior Frontal Images House pricing is as much an art as science. There...
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,...
Predicting Behavior to Retain Customers Through Marketing
Introduction Marketing is the action or business of promoting and selling products or services, including market research and...
e-Commerce Purchase Prediction
With the development of new technologies and increasing traffic of users on the internet and social media, many...
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....

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