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In 2011 I wrote some machine learning notes based on a course taught by Andrew Ng (then at Stanford). These became quite popular, and remain a useful introduction to machine learning written in - I hope - an accessible manner.

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Complete, stand alone Stanford machine learning course notes

2012250 points19 comments AI & Machine Learning details

The following notes represent a complete, stand alone interpretation of Stanford's machine learning course presented by Professor Andrew Ng and originally posted on the ml-class.org website during the fall 2011 semester. The topics covered are shown below, although for a more detailed summary see lecture 19. The code…