Posts with tag: regression (page 2)

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...
Predicting Home Prices in Ames, IA Using Regression Models
This project was the result of a team effort along with Dean Goldman, Michael Chin, and Matthew Sun to enter into the Housing...
Predicting House Prices Using Machine Learning Algorithms
Introduction Inspired by the accomplishments of the women in the movie, “Hidden Figures” we named our team after...
Predicting House Prices in a Kaggle Machine Learning Competition
Photo by Brendan Bell I. Introduction Our team, composed of Ansel Santos, Sal Lascano, Yicong Xu, and Moon...
Housing Prices in Ames, Iowa – a Machine-Learning-Project
Introduction ‘Machine Learning’ is the science of programming computers so they can learn from data and its use...
Scraping Rotten Tomatoes to Increase Movie Profits
INTRO Rotten Tomatoes has become one of the most influential sites for consumers when deciding which movie they...
A Feature Analysis of Brooklyn Apartment Prices
Introduction Shelter is one of the most basic necessities for all humans. For those of us in a...
Machine Learning Project -House Prices: Advanced Regression Techniques
  In 2016, Kaggle released a competition called House Prices: Advanced Regression Techniques. The goal of the competition was...
Predicting Housing Prices in Ames: A Machine Learning Project
Introduction In this project we use machine learning techniques to attempt to predict housing prices in Ames, Iowa....
Advanced Regression to Predict Housing Prices (Kaggle Competition)
Project Overview: This project was a team effort along with Kweku Ulzen, Michael Chin, and Matthew Sun to...
Unsupervised dimension reduction and clustering to process data for pooled regression models
Abstract: Unsupervised PCA and hierarchical clustering methods were used to group observations according to 41 dimensions of descriptive categorical...
Ames Housing Price Predictions - Model Ensembling
Introduction The purpose of this project was to create an accurate model for Ames, Iowa home prices from...
Explanatory Value of Exit Velocity Data
Overview Beginning with the 2015 season, Major League Baseball began capturing and publishing Statcast data, which uses state...
Factors affecting drug reviews on WebMD
  For this web scraping project, the user reviews of three drugs were scraped from the website WebMD and...

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