What are the most mathematically rigorous deep learning courses with full video lectures online?
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Not branded as “deep learning”, but
@AnimaAnandkumar’s foundations course is dope.https://www.youtube.com/playlist?list=PLVNifWxslHCA5GUh0o92neMiWiQiGVFqp …
It combines both statistical inference and ML. I found most courses don't do this and I wanted to try to bridge gap. Comments welcome!
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These look great! Has anyone tried using super resolution to upscale images of writing on whiteboards in video lectures? Lots of video lectures online have low resolution or small writing.
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I did. Here super resolution to PDFs :) http://tensorlab.cms.caltech.edu/users/anima/cms165-2019.html …
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That’s what I most like about this course.
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It's a well balanced course. Thanks
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It assumes mathematical foundation in probability. I have gotten feedback that it can be difficult for beginners and they are better served if they do this after an introductory course in machine learning
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Thank you!
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