Event: Course on Information Theory, Pattern Recognition, and Neural Networks Course on Information Theory, Pattern Recognition, and Neural Networks

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Course on Information Theory, Pattern Recognition, and Neural Networks

produced by: David MacKay (University of Cambridge)
author: David MacKay, University of Cambridge

A series of sixteen lectures covering the core of the book "Information Theory, Inference, and Learning Algorithms (Cambridge University Press, 2003)" which can be bought at Amazon, and is available free online. A subset of these lectures used to constitute a Part III Physics course at the University of Cambridge. The high-resolution videos and all other course material can be downloaded from the Cambridge course website.


Reviews and comments:

Comment1 Emily, January 20, 2013 at 11:09 p.m.:

Thank you so much for making this free! I loved the book and the video lectures and I deeply appreciate the work that went into them.

Comment2 Igor Vieira, April 9, 2015 at 3:37 p.m.:

Thank you so much: really important and good material as well... And for free!! :-)

Comment3 Jon, May 1, 2015 at 3:22 p.m.:

Really fantastic resource that I found highly valuable. Thanks for sharing!

Comment4 Qi Wang, January 9, 2016 at 5:51 a.m.:

Thank you for good course. But would you like supply subtitle? I'm not a English-speaking.

Comment5 FAU Student, February 9, 2016 at 2:45 p.m.:

I hope your colleague Ralf Müller behaves well on the exam today.

Comment6 Nahuel, July 18, 2016 at 10:35 p.m.:

Seriously, thank you very much

Comment7 FAU Student, January 8, 2017 at 12:18 p.m.:

Thank you so much professor. This will be really helpful for my exams (held by your colleague Prof.Ralf Muller) :)

Comment8 Zhao, February 16, 2017 at 11:54 a.m.:

Thank you for the very excellent course! Learned a lot from Professor Mackay! It'll be nicer if some subtitle is supplied :)

Comment9 Ali Hummos, May 28, 2018 at 4:32 a.m.:

Even if posthumously, I thank you professor McKay for this valuable resource. RIP.

Comment10 Ayush Thada, December 17, 2018 at 7:58 p.m.:

This is a great lecture series and it has improved my understanding of Information theory. Thank you, sir, for making quality educational content accessible for students like me.

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