Posts with tag: feature engineering

Predicting Housing Prices in Ames, Iowa
Background There are many qualities of a residential home that determine its worth and price outside of just...
Identifying Provider Fraud For Healthcare Insurers
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
IOWA House Price Prediction Kaggle Competition
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
Predicting House Prices in Ames, Iowa Using Advanced Machine Learning
GitHub Introduction The aim of this project was to predict house prices in Ames, Iowa as part of...
Non-Opioid Analgesics - Web Scraping for Market Analysis
Background With the opioid crisis in full swing, the pharmaceutical industry has been under pressure to bring non-opioid...
Predicting Stock Movement of Hang Seng's Components
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYC...
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
Detecting Health Insurance Fraud: Reducing Costs for Both the Insurers and the Insured
Github repo The Problem: Overwhelming Costs of Healthcare Fraud According to the Institute of Medicine, health insurance fraud...
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...
Housing Price Predictions Using Advanced Regression Techniques
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
Betting on Horse Racing
I. INTRODUCTION "Founded in 1884, the Hong Kong Jockey Club is one of the most treasured—and lucrative—legacies of...
Predicting House Prices Using Machine Learning
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....

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