Posts within category: Machine Learning

Spatial Data Science Applied: ArcPy & Scikit learn for predicting Hotel Room prices.
Video showing the python toolbox functionality   1 – Objectives and Workflow For this capstone project we wanted...
Predictive Modeling On House Prices (Ames, Iowa)
Introduction   The goal of this project was aimed to utilize supervised machine learning techniques to predict the...
Modeling Real Estate Market Values in Ames, Iowa
Objectives House prices incorporate a dizzying blend of factors. Details range from opaque measures of quality, like home...
Predicting Housing Prices in Ames, Iowa Housing Prices
Predicting Housing Prices in Ames, Iowa By Ariani Herrera, Erin Dugan, John Nie, Won Kang This Kaggle Competition...
Machine Learning Project: Ames Housing Dataset
Introduction and Background The Ames Housing Dataset was introduced by Professor Dean De Cock in 2011 as an...
Machine Learning in Python: Predicting House Prices
Background and motivation Housing is one of the most valuable economic assets an individual can purchase during his...
Predicting House Prices with Machine Learning Algorithms
  Intuitively, which of the four houses in the picture do you think is the most expensive? Most...
Predicting Hospital Readmission Rates
  Introduction: In this project we set out to train a machine learning model that would flag patients...
Kaggle Competition: The Strength of Linear Models in Predicting Housing Prices in Ames, Iowa
The Ames Housing Dataset was introduced by Professor Dean De Cock in 2011. It contains 2,919 observations of...
Predicting Housing Prices in Ames, Iowa
Introduction      The Ames Housing dataset supplies sale price information for close to 3000 homes in Ames,...
Predicting House Prices in Ames, Iowa Using Machine Learning
1. Introduction There are several factors involved with the sale price of a house. Some things that come...
Machine Learning Project: Predicting House Prices
Overview: In this project, we predicted home prices as part of an ongoing Kaggle data science competition. The...
Predicting House Prices with Machine Learning Models and Algorithms
Background Objective The goal of this project was to predict real estate market values in Ames, Iowa. We...
House Pricing Model Using Machine Learning
Introduction Purchasing a home is a major life event for many people, and rightfully so. It's a massive...

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