Linear Regression in Python: The matrix representation of the linear regression problem

Learn about some of the math behind linear regression models.

Tue June 8, 2021 at 3:00 PM UTC

Event Information

In this session, we’ll dig into some of the math behind multiple linear regression. While there are a number of Python modules that allow us to fit a model without understanding this math, it is difficult to troubleshoot, interpret, and learn new technologies without it. This session will give you enough understanding to accomplish these things, while still bypassing detailed algebra and calculus!

Speakers

Headshot of Sophie Sommer

Sophie Sommer

Codecademy

Sophie is a Curriculum Developer focusing on Data Science content. Sophie is a former classroom teacher with a background in learning analytics and education research.

Headshot of Alex Kuntz

Alex Kuntz

Codecademy

Alex is a Senior Curriculum Developer, specializing in Data Science. Before working at Codecademy, Alex taught high school computer science classes.

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