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TechSurge: Deep Tech VC Podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

5 days ago1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

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The Compass Opioid Stewardship Clinical Cases podcast aims to provide clinicians with practical skills for managing patients on chronic opioid therapy. This 11 part podcast series introduces a framework to approaching clinical encounters with legacy patients on long term opioid therapy. Episodes highlight clinical patient scenarios through roleplaying and are followed by a discussion of the science, structure and pertinent clinical skills by Board Certified Addiction Medicine physician Dr. D ...

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The story of Double O Fragrance begins in the land of Sheba, what the Romans called Arabia Felix, now Yemen, where as girls, founders Omaya and Omayma would accompany their mother to buy raw ingredients—oils, oud—from which to compose fragrances for family and friends, and later, to sell throughout the Arabian Gulf.

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The official English podcast of K League providing coverage of the latest South Korean football news with opinions, analysis, player interviews, and match previews for K League 1, K League 2, and the Korean National Team.

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Welcome to the Private Club Radio Show, the industry's weekly source for education, news, trends, and other current developments in the world of private clubs. Hosted by the talented entertainer and industry expert, Denny Corby, the podcast offers a unique perspective on the private club industry, featuring expert guests, product spotlights, predictions, and more. Whether you're involved in a golf club management, yacht clubs, athletic clubs, or business clubs, the Private Club Radio Show is ...

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Welcome to "The Diary of an HR & Career Coach", your go-to podcast for mastering the job market and launching successful side hustles. Your seasoned host Bryce Barrows with over 25 years of Industry Experience, shares authentic advice on creating standout resumes, acing interviews, and navigating the workplace. For those having difficulty getting jobs, you don't have to worry, learn how to identify profitable niches, build resilient businesses, and scale effectively. Get Advice from Bryce as ...

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A weekly podcast for pharmacists, physicians, physician assistants, and nurse practitioners who are interested in learning more about clinical pharmacology topics. To claim pharmacology CE credit or to get a copy of presentation slides, visit https://ce.mayo.edu/pharmacypodcast. Produced by @MayoMedEd. Hosted by @garrett_schramm.

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The Sniff Perfume Podcast

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The Majlis

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The Majlis is a podcast by Muslim Societies Global Perspectives (MSGP) at Queen's University. Majlis is the Arabic word for an assembly, a gathering of people sitting together and it was used for the sessions of learned scholars, philosophers, brought together to discuss and debate. Our podcast intends to accomplish the same purpose of bringing together experts and scholars for discussion and conversation about the politics, histories, cultures of the Middle East, Islamic World and Muslim di ...

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The World Fusion Show brings you the leading innovators in World Fusion music with your host, composer, producer and multi-instrumentalist Derrik Jordan. Produced in Brattleboro, Vermont at BCTV and featuring interviews, video clips and live in the studio playing with some fantastic World Fusion composers and musicians. The World Fusion Show is currently being shown on 99 community TV stations in 26 states. The podcast is being heard in over 50 countries. We debuted the show in July of 2017 ...

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