Posts within category: Machine Learning

No Two Datasets Or Houses Are Alike: Piloting A New Method for Machine Learning Real Estate Analysis
What are the Most Important Insights from this Project? Machine Learning is a powerful predictive tool, but one...
Ames House Price Prediction
Will Han Github | LinkedIn Gary Lin Github | LinkedIn Background Information Whether you are a home buyer,...
The Care & Handling of PCA VS Predicting Housing Prices
Kaggle Data | Github | LinkedIn Introduction Real estate, that being the market for land and housing, has...
AMES Housing Project
AMES Housing Project - A minimalist approach to predicting housing prices in Ames Intro Real estate is a...
Forecasting Housing Rentals
Introduction Legendary psychologist Abraham Maslow illuminated the significance of shelter in his Hierarchy of Needs, a mental model...
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 and Characterizing Healthcare Fraud
GitHub IntroductionThe National Health Care Anti-Fraud Association estimates conservatively that healthcare fraud costs the nation about $68 billion...
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...
What to Buy and How to Sell: Learnings from the Ames Housing Data Set
LinkedIn | Other Work | Github Repository Housing prices have risen dramatically in the past year, driven by...
Stroke Prediction EDA and Descriptive Modeling
GitHub Introduction Stroke is the fifth leading cause of death and disability in the United States according to...
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...
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...
Statistical Inference on Housing Prices
Background and Motivation Home buyers and home sellers are often faced with the difficult task of purchasing or...
Forecasting Zillow Rent Index
Project Github|Aditya's LinkedIn|Ryan's LinkedIn|Gabby's LinkedIn Introduction  For our capstone project, we predicted Zillow Rental Indexes (ZRI) three years...

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