Course on Information Theory, Pattern Recognition, and Neural Networks
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.





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