Posts within category: Capstone

Hospital readmission rates for diabetic patients
Introduction Our body is an amazing and complex system. Any imbalance in the system can result in significant...
Infant Natality & Mortality Rates
The Center for Disease Control (CDC) annually publishes material related to the birth rates and death rates of...
Solving the CitiBike Station Rebalancing Issue with Python Machine Learning
Links: GitHub | Presentation | CitiBike Data Introduction Have you ever ridden a CitiBike in New York City,...
Abnormality Detection in Mammography using Deep Learning
The developed code is found on Github, and the trained CNN models can be downloaded in the following...
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...
Cycling through the Seasons: Citi Bike Trip History Analysis
Introduction Bike-sharing programs have been around for more than 50 years and are becoming increasingly popular. However, when...
Inferential Analysis On Citi Bike Ridership
Project Background Citi Bike, a bike-sharing program operated by Motivate, offers New Yorkers a new way of transportation...
Understanding MOOC Learner Behavior and Patterns
Introduction It is now eight years since The New York Times declared 2012 "the year of the MOOC" when the idea...
IEEE-CIS Fraud Detection - Detecting Fraud from Customer Transactions
Project Code | Linkedin | Github | Presentations | Email: [email protected] Introduction Last year, I went on a trip to Colombia...
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....

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