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Posts with tag: linear regression

Machine Learning
Predicting Housing Prices in Ames, Iowa
by , , and
Apr 7, 2020
Introduction Predicting housing prices for consumers and for real estate practitioners can be a useful analysis in many...
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Machine Learning
IOWA House Price Prediction Kaggle Competition
by and
Jun 10, 2019
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
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Machine Learning
Using Machine Learning to Build a Predictive Model for House Prices
by , , and
Jun 14, 2018
Introduction The purpose of this project was to build a model to predict housing prices in Ames, Iowa...
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Machine Learning
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
by , , , and
Mar 25, 2018
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
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R
Scraping Rotten Tomatoes to Increase Movie Profits
by
Feb 21, 2018
INTRO Rotten Tomatoes has become one of the most influential sites for consumers when deciding which movie they...
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Machine Learning
Kaggle Competition : Predicting House Prices in Ames, Iowa
by , , and
Nov 19, 2017
In recent years, machine learning has been successfully deployed across many fields and for a wide range of...
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R Shiny
Runner Data Insights
by
Oct 15, 2017
Motivation Why do some competitive long distance runners prefer to train in groups? Does training with a group...
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Machine Learning
House Prices: Advanced Regression Techniques
by , and
Sep 26, 2019
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
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Machine Learning
Predicting House Prices Using Machine Learning
by , , and
Jul 18, 2018
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
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Student Works
One Disney to rule them all?
by
May 21, 2018
Motivation Disney's acquisitions over the years reinvigorated the company’s force in the film industry. As you can see...
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Machine Learning
Unsupervised dimension reduction and clustering to process data for pooled regression models
by
Mar 11, 2018
Abstract: Unsupervised PCA and hierarchical clustering methods were used to group observations according to 41 dimensions of descriptive categorical...
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Student Works
Explanatory Value of Exit Velocity Data
by
Feb 20, 2018
Overview Beginning with the 2015 season, Major League Baseball began capturing and publishing Statcast data, which uses state...
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Machine Learning
Predicting Iowa House Prices using Supervised Machine Learning Algorithms
by , , and
Nov 17, 2017
Authors: Daniel Park, Dimitri Liakhovitski, Gwen Fernandez, & Henry Crosby NYC Data Science Bootcamp, November 2017 Project Background...
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Machine Learning
Allstate Auto Insurance Claims Severity Prediction
by
Sep 26, 2017
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
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