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Title:The Most Important (and Surprising) Result from Information Theory
Duration:09:10
Viewed:86,700
Published:16-10-2023
Source:Youtube

The machine learning consultancy: https://truetheta.io Join my email list to get educational and useful articles (and nothing else!): https://mailchi.mp/truetheta/true-theta-email-list Want to work together? See here: https://truetheta.io/about/#want-to-work-together Information Theory contains one idea in particular that has had an incredibly impact on our society. David MacKay's lecture: https://www.youtube.com/playlist?list=PLruBu5BI5n4aFpG32iMbdWoRVAA-Vcso6 SOCIAL MEDIA LinkedIn : https://www.linkedin.com/in/dj-rich-90b91753/ Twitter : https://twitter.com/DuaneJRich Github: https://github.com/Duane321 Enjoy learning this way? Want me to make more videos? Consider supporting me on Patreon: https://www.patreon.com/MutualInformation SOURCES Chapters 1, 9 and 10 from [1] were the primary source. Chapter 7 of [3] was a secondary source. [2] is inclusive of Shannon's 1948 original paper and provided useful historical context. [1] D. MacKay. Information Theory, Inference and Learning Algorithms. Cambridge University Press. 2003. [2] C. E. Shannon and W. Weaver. The Mathematical Theory of Communication. University of Illinois Press. 1964 [3] T. M. Cover and J. A. Thomas. The Elements of Information Theory, 2nd Edition. Wiley-Interscience. 2006. TIMESTAMPS 0:00 Problem Statement and the R3 Coding Strategy 2:06 Bit Error Probability and Rate 3:30 The Trillion Dollar Question 4:12 Claude Shannon Proves Something Remarkable 6:11 Sidebar on other Educational Content 6:49 The Trick 7:38 Check out David Mackay's Textbook and Lectures, plus Thank You



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