Posts with tag: prediction

Predicting House Prices in Ames, Iowa
Selling a home can be a daunting task and it is often difficult to estimate exactly how much...
NBA Success
Motivation Over the last decade the NBA always seems to be dominated by the same franchises. Most recently,...
Real Estate and Machine Learning
Real Estate and Machine Learning Presented at Tech Innovation Nation NY and NYCDSA meetup.com/Tech-Innovation-Nation-NY nycdatascience.com eventbrite.com By Ted...
Optimize Conversion Rates with Sentiment Analytics
I decided to apply sentiment analytics to understand how to go about improving customer targeting optimizing conversions. In...
House Prices: Advanced Regression Techniques
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
Power of a Linear Regression model: Predicting house prices in Ames, Iowa
Introduction One might wonder what drives the price of a house? Is it the neighborhood? The size 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....
How Much Do You Need to Pay for Good Wine?
One of the first challenges in finding a good bottle wine is the enormous range in price.  Most...
Predicting House Prices from Scraped Exterior Frontal Images
Predicting House Prices from Scraped Exterior Frontal Images House pricing is as much an art as science. There...
What are the most influential predictors of rental and sale price of an apartment? Part 2.
What are the most influential predictors of rental and sale price of an apartment? Part 2. Understanding the...
Predicting Congestive Heart Failure
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
What We Learns From Scoring Top 16% on Housing Price Predictions Kaggle Challenge
Introduction In this article, we outline an approach to feature selection and engineering and machine learning modeling that...
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...
Predicting Iowa Housing Prices Using Machine Learning Techniques
This study was completed as a project for the NYC Data Science Academy in which each group entered...

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