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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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좋아요1:14:43
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 mathematical concepts that power 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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모두 재생(하지 않음)으로 표시
Manage series 3358386
Randstad Technologies New Zealand에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Randstad Technologies New Zealand 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Lifting the visibility of the data industry, our podcast will provide you with the latest insights and developments of this ever-evolving topic.
…
continue reading
9 에피소드
모두 재생(하지 않음)으로 표시
Manage series 3358386
Randstad Technologies New Zealand에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Randstad Technologies New Zealand 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Lifting the visibility of the data industry, our podcast will provide you with the latest insights and developments of this ever-evolving topic.
…
continue reading
9 에피소드
모든 에피소드
×Chief Data Officer at NZ Transport Agency, Stephen Clarke, discusses the NZ data industry with Rich.
Craig Jones from Stats NZ
Sam talks to Dave and Rich about all things data.
Dave and Rich sit down with Ali Khan
Dave and Rich are sitting down with Paulo Gottgtroy - Chief Data Scientist at Air New Zealand.
Zahraa Almulla from KPMG Lighthouse in Auckland joins Dave and Rich in the studio.
Leveraging the knowledge of data experts can help optimise how your business operates in the digi-sphere. Cyrus Facciano, a founder of X is Y, is a thought leader in the area of data and analytics and is here to discuss the value of data extraction and how it can skyrocket your company's efficiency.
In this podcast Dave and Rich are joined by Habib Baluwala, the Chapter Lead DS at Spark, takes us on a journey to help us understand why deciphering the story which the data is telling you can help you extract the most value for your company. Naturally, having a full understanding of this allows you to make more informed decisions.…
Welcome to your new data podcast, designed specifically to shine a light on the industry in Aotearoa, New Zealand. Bought to you by Randstad, each week you can join Dave and Rich in meeting some of the leading minds in the data industry and hearing their opinions on what the specialities mean, where the industry is going and much more. We're delighted to welcome you along!…
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