Why Machines Learn: The Math Behind AI

In this episode Autumn and Anil Ananthaswamy discuss the inspiration behind his book "Why Machines Learn" and the importance of understanding the math behind machine learning. He explains that the book aims to convey the beauty and essential concepts of machine learning through storytelling, history, sociology, and mathematics. Anil emphasizes the need for society to become gatekeepers of AI by understanding the mathematical basis of machine learning. He also explores the history of machine learning, including the development of neural networks, support vector machines, and kernel methods. Anil highlights the significance of the backpropagation algorithm and the universal approximation theorem in the resurgence of neural networks. Keywords: machine learning, math, inspiration, storytelling, history, sociology, gatekeepers, neural networks, support vector machines, kernel methods, backpropagation algorithm, universal approximation theorem, AI, ML, physics, mathematics, science You can find Anil Ananthaswamy on Twitter @anilananth [https://x.com/anilananth] and his new book "Why Machines Learn [https://amzn.to/3zKiPSv]" Subscribe to Breaking Math wherever you get your podcasts. Become a patron of Breaking Math [https://www.patreon.com/breakingmath] for as little as a buck a month Follow Breaking Math on Twitter [https://x.com/breakingmathpod], Instagram [https://www.instagram.com/breakingmathmedia/], LinkedIn [https://www.linkedin.com/company/breaking-math/], Website [https://breakingmath.io/], YouTube [https://www.youtube.com/@BreakingMathPod], TikTok [https://www.tiktok.com/@breakingmathmedia] Follow Autumn on Twitter [https://x.com/1autumn_leaf] and Instagram [https://www.instagram.com/1autumnleaf/] Follow Gabe on Twitter [https://x.com/TechPodGabe]. Become a guest here [https://www.breakingmath.io/contact] email: breakingmathpodcast@gmail.com

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Malcolm O'Brien, a young man adopted into a life of advantage, returns to the neighborhood of his birth seeking credibility from a father he's never known. To determine his own destiny and apply privilege to a societal cause, he finds himself at odds with everyone he’s ever called family both old and new.An audio drama based on the stage play - Brother, Mine by KC Keene and Eric Dente.With an original score and songs by Matt Parker.Sound and spatial design by Will Pickens & Eric DenteStarring: Drew Drake, Rob Karma Robinson, Elizabeth Brewster, Andrew Kaempfer, and Rob Hille.