Linear-Regression-Lesson

A Linear Regression Lesson by Zack DeSairo

Lesson Plan

• What is linear regression slides.
  • Why it is used.
  • How it is used in the real world.
    
    
• Example of linear regression with wine data
  • Load and inspect data
  • Select Features
  • Break out into testing / training data
  • Train model (link to sklearn docs and statmodels)
  • Score model and how to interpert the score
  • Inspect coefficients
  • Predict new wine quality scores of test data
  • Saving / Exporting your model
  • How to improve your model score
    
    
• Lab
  • Train, score, and export a linear regression model using the white wine data set.
  • Extra Credit