Posts within category: Machine Learning

Learning category-wise product features from amazon reviews
Overview As a long-time Amazon Prime member, I rely heavily on the product reviews for my Amazon purchases....
Prediction of Credit Default Risk
The most important task for any lender is to predict the probability of default for a borrower. An...
The Price is Right
Predicting home sale prices in Ames, Iowa using machine learning An introduction to the data "Ask a home...
Predicting Housing Prices in Ames, Iowa using Advanced Machine Learning Techniques
Introduction: Buying a house in today’s economy is an expensive proposition. As millennials flee the housing market in...
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...
Advanced Regression Technique on House Prices of Ames, Iowa
Introduction The main goal of this project was to predict housing prices of Ames, Iowa using supervised machine...
What Is A Home Worth? A Machine Learning Approach.
We examine a data set of home sales in Aimes, Iowa to determine which features are the most...
What Price is Right for That Home? A Machine Learning Approach
Introduction Housing price is a topic of interest for almost anyone. Being able to accurately predict how much...
Predicting Housing Sale prices via Kaggle Competition
    Kaggle Competition / GitHub Link Intro The objective of this Kaggle competition was to accurately predict...
IOWA House Price Prediction Kaggle Competition
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
Studying Regression Model Efficacy on the Ames Housing Data Set
The Ames Housing Data Set is popular largely due to its use as an introductory competition on the...
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...
Predicting Housing Prices in Ames, Iowa
Introduction For any home buyer, the first concern that comes to mind is the price of the house....
Not an aimless price prediction for Ames, Ohio
As an entry for the Iowa House Pricing Prediction Kaggle Competition, we put together a unique set of...

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