Self-Organising Maps: In Depth

About David: David Asboth is a Data Scientist with a software development background. He’s had many different job titles over the years, with a common theme: he solves human problems with computers and data. This post originally appeared on his blog, davidasboth.com Introduction In Part 1, I introduced the concept of Self-Organising Maps (SOMs). Now […]

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Predicting Housing Prices with Linear Regression using Python, pandas, and statsmodels

This post was originally published here In this post, we’ll walk through building linear regression models to predict housing prices resulting from economic activity. Topics covered will include: What is Regression Variable Selection Reading in the Data with pandas Ordinary Least Squares (OLS) Assumptions Simple Linear Regression Regression Plots Multiple Linear Regression Another Look at […]

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