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Slopes of Machine Learning - Computerphile

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Shared June 26, 2020

Coding Partial Derivatives in Python is a good way to understand what Machine Learning "secret sauce" has to do. Professor Thorsten Altenkirch explains what it means, and then demos in Python.

Thorsten and Isaac's Book:

Thanks to David Domminney Fowler for help with the 3D graphics in this video:

Extra Bits:

This video was filmed and edited by Sean Riley.

Computer Science at the University of Nottingham:

Computerphile is a sister project to Brady Haran's Numberphile. More at