Posts with tag: python machine learning

Identifying Provider Fraud For Healthcare Insurers
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
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 Price Prediction with Machine Learning (Kaggle)
Intro This Kaggle competition involves predicting the price of housing using a dataset with 79 features. The data...
Machine Learning Informed Home Improvements
Introduction When it comes time to sell a home, everyone hopes to sell for as high as possible....
Predicting House Prices in Ames, Iowa
Selling a home can be a daunting task and it is often difficult to estimate exactly how much...
Housing Prices Prediction using Machine Learning
Project Overview Objectives What makes a house a good buy? Which particular aspects of your house or the...
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...
Can Categorical Features Be Used To Improve The Performance Of Horse Racing Models?
Background The  horse racing community has been using quantitative data  to develop betting algorithms for decades.  Indicators including...
Starbucks Location Analysis
Since its inception in 1971 at Seattle’s Pike Place Market, Starbucks has grown into the world’s largest coffeehouse...
Anomaly Detection with Fraudulent Healthcare Providers
Introduction Healthcare insurance fraud is not common but unfortunately, it does exist. According to the National Health Care...
Flipping Through Ames with MASA: A Renovator’s Guide to Profit
Introduction House flipping, or buying a house and renovating it before selling it again, is a common technique...
Predicting Zillow Rent Index Values
Project Overview Objective The real estate market is one of the most lucrative and most attractive markets for...
Machine Learning - Predicting Housing Prices in Ames, Iowa
Project Code | Presentation | Slides Introduction "Housing - humanity's simple, yet complex and timeless paradigm. Families and individuals, buyers...
Predict Iowa Housing Prices
Introduction With 79 explanatory variables (36 is quantitative, 43 categorical) describing almost every aspect of residential homes in...

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