Course on Information Theory, Pattern Recognition, and Neural Networks
produced by: David MacKay (University of Cambridge)
author: 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:
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.
Thank you so much: really important and good material as well... And for free!! :-)
Really fantastic resource that I found highly valuable. Thanks for sharing!
Thank you for good course. But would you like supply subtitle? I'm not a English-speaking.
I hope your colleague Ralf Müller behaves well on the exam today.
Seriously, thank you very much
Thank you so much professor. This will be really helpful for my exams (held by your colleague Prof.Ralf Muller) :)
Thank you for the very excellent course! Learned a lot from Professor Mackay! It'll be nicer if some subtitle is supplied :)
Even if posthumously, I thank you professor McKay for this valuable resource. RIP.
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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