In this video I continue my Machine Learning series and attempt to explain Linear Regression with Gradient Descent.

My Video explaining the Mathematics of Gradient Descent:

This video is part of session 3 of my Spring 2017 ITP “Intelligence and Learning” course (

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Links discussed in this video:
Session 3 of Intelligence and Learning:
Nature of Code:
kwichmann’s Linear Regression Diagnostics:
Linear Regression on Wikipedia:

Source Code for the all Video Lessons:

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For More Coding Challenges:
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