Posts within category: Machine Learning

Pricing Home Renovations for Real Estate Investment Using Machine Learning
Background       Real estate investment is an area of cultural fascination. In particular, the art of “flipping” homes...
Housing features that bring the most return on investment in Ames, IOWA
Introduction If you're an investor looking to flip houses in Ames IOWA we will  evaluate the house features...
Exploring Avocado Data
Purpose and Goal: Inspired by the popularities of avocado toasts among millennials, and finding skyrocketed prices on avocadoes...
Effect of Home Renovation on Price in Ames, Iowa
Link to the GitHub repo Background Ames, Iowa, home to Iowa State University ("the Cyclones") boasts  an annually...
A Machine Learning Approach to Home Renovations
Introduction Investing in real estate can be an excellent way to make a profit. One way to increase...
Predicting House Prices in Ames, Iowa
The data for this project was taken from a Kaggle competition that involved predicting housing prices in Ames, Iowa....
Machine Learning to Enhance Cost-Effective Decision Making by Housing Developers
GitHub link to project documents Ames is a city in Story County, Iowa, United States, located approximately 30...
Analysis and Predictions of Zillow Rental Index
Link to the Code Objective Two main objectives of this project are to determine the factors that influence...
A Machine Learning Approach to Predicting Loan Defaults
Lending Club was a peer-to-peer lending platform that connected investors to borrowers. They were an alternative to the...
Ames, Iowa Real Estate Analysis
Ames has an interesting housing market because there has been some expansion going on in recent years. Newer...
Predicting Diabetic Patient Readmissions with Machine Learning
Introduction The objective of this project is to develop machine learning models that will predict whether diabetic hospital...
Predicting and Maximizing Home Values for Data Mining Firms
Photo by Tom Rumble on Unsplash ​​GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background For...
House Hunting with Machine Learning
Our team did a thorough analysis of the Ames, Iowa Housing dataset and trained several machine learning models...
Predicting House Prices using Supervised Machine Learning Methods
Background The goal of this project was to compete in an introductory Kaggle competition to predict the price...

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