Posts within category: Machine Learning

Predicting NYC Yellow Cab Taxi Fare
Introduction As technology continues to push the bar for information, one area in NYC that's lagging behind is...
Feature Engineering: The key to machine learning (a housing price case-study)
“Feature engineering is the process of transforming raw data into features that better represent the underlying problem to the predictive models, resulting in improved model accuracy on unseen...
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...
In the Money: Predicting the Outcomes of Horse Races with RaceQuant
Introduction RaceQuant is a startup specializing in consulting for horse race betting. RaceQuant enlisted our team to use...
Forecasting Cryptocurrency Price Trends
1. Introduction From Wikipedia: "A cryptocurrency is a digital asset designed to work as a medium of exchange that...
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...

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