herbertludowieg/ml-projects

A small repository analyzing the housing data set from Ames, Iowa. There are also a few linear regression models applied with the scikit-learn library.

ML Projects

This is a small repository that houses a few machine learning projects that serve to practice using several things in machine learning.

Completed projects

1. Linear Regression analysis on housing data from Ames, Iowa (can find original data here on Kaggle).
   • Performed pre-processing to clean up data filling in missing data and convert string data into dummy variables.
   • Used the linear regression models from the scikit-learn Python library
     • Ordinary least squares
     • Ridge regression with cross-validation
     • LASSO with cross-validation
     • Elastic Net with cross-validation