Posts within category: Student Works

AMES Housing Project
AMES Housing Project - A minimalist approach to predicting housing prices in Ames Intro Real estate is a...
Predicting Real Estate Sale Price Using a Random Forest Model
House Sale Value Modeling For our machine learning project, we were tasked with predicting the sale price of...
Forecasting Housing Rentals
Introduction Legendary psychologist Abraham Maslow illuminated the significance of shelter in his Hierarchy of Needs, a mental model...
How likely are you to default on your credit?
Credit Defaults Each loan that is approved poses a potential risk to the bank. The risks is that...
R Shiny - Public Safety in Boston
Github Repository Covid-19 changed our life style by making people staying home and to work remotely. I therefore...
Machine Learning - Boston House Pricing Prediction
Github Repository Real estate is always one of most popular investments for decades. People own real estate property...
Predicting and Characterizing Healthcare Fraud
GitHub IntroductionThe National Health Care Anti-Fraud Association estimates conservatively that healthcare fraud costs the nation about $68 billion...
Ames Iowa Housing Market Analysis
Introduction The Ames Iowa Housing Dataset is a public dataset made available by Kaggle.  The dataset is a...
How did used car pricing develop over the past 6 years?
People view the expected resale value of their car as a key purchasing decision during new vehicle purchases....
Predicting Ames, IA House Prices and Identifying Critical Features
GitHub Introduction The Ames Housing dataset was compiled by Dean De Cock for use in data science education...
Novel Drug trends approved by FDA since 2015
Github Introduction FDA's Center for Drug Evaluation and Research (CDER) ensures that safe and effective drugs are available...
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....
Statistical Inference on Housing Prices
Background and Motivation Home buyers and home sellers are often faced with the difficult task of purchasing or...
Goodreads Extravaganza: An Analysis of Trends in Reader Behavior
Github Repository   For any book publisher wanting to optimize decision-making regarding who, what, and when to publish,...

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