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TechSurge: Deep Tech VC Podcast
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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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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…
Free Astronomy Public Lectures
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Content provided by Swinburne Commons and Swinburne University of Technology. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Swinburne Commons and Swinburne University of Technology or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Each month, from February to November, the Centre for Astrophysics & Supercomputing presents a free public lecture at the Hawthorn campus of Swinburne University of Technology.
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90 episoade
Marcați toate (ne)redate ...
Manage series 2483540
Content provided by Swinburne Commons and Swinburne University of Technology. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Swinburne Commons and Swinburne University of Technology or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Each month, from February to November, the Centre for Astrophysics & Supercomputing presents a free public lecture at the Hawthorn campus of Swinburne University of Technology.
…
continue reading
90 episoade
All episodes
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Free Astronomy Public Lectures
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1 Unlocking the Universe's Secrets with James Webb Space Telescope (Free Astronomy Public Lectures) 58:13
58:13
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This is a special State of the Universe lecture for National Science Week in August 2022. Presented by the Centre for Astrophysics and Supercomputing (CAS) at Swinburne University of Technology. Successfully launched on 25 December 2021, NASA’s successor to the Hubble Space Telescope, the James Webb Space Telescope (JWST) has taken its first images and will be released to the public 12 July. Join Professor Karl Glazebrook, Dr Themiya Nanayakkara and Dr Colin Jacobs, as they discuss these images and the potential secrets of the universe they reveal. Dr Nicha Leethochawalit from University of Melbourne will share her work on redshifted galaxies (z=10). Presented 19 August 2022.…
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Free Astronomy Public Lectures
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1 Australia's growing role in the global space industry (Free Astronomy Public Lectures) 52:32
52:32
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In astronomy, we use cutting edge instruments and techniques to learn more about our Universe. But what about turning that focus back to Earth? More and more of our daily activities depend on space and it provides a unique perspective of our planet. In this talk, Dr Rebecca Allen (Swinburne University of Technology) will discuss Australia's growing role in the global space industry and how we are using our astronomy knowledge to drive cutting-edge research for Earth. Presented 30 September 2022.…
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Free Astronomy Public Lectures
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1 A Flash of Discovery (Free Astronomy Public Lecture) 58:10
58:10
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Behind the serenity of the night sky, hides an ever-changing Universe of brilliant explosions. Join us online for an interactive lecture uncovering the State of the Transient Universe with Dr Jielai Zhang as part of National Science Week 2020.
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Free Astronomy Public Lectures
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1 Friendly stars and where to find them (Free Astronomy Public Lectures) 58:44
58:44
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Most of our understanding of stars and how they evolve is based on the assumption that they are completely isolated in space, never interacting with one another. However, studies over the last decade have shown that many more stars than we thought exist in gravitationally-bound binaries, triples, and even larger groupings. The addition of companions increases the complexity in the systems, but also opens up the possibility for interactions between the stars and the formation of unusual astronomical objects. I will discuss the current state of the field, and some of the challenging open questions that continue to puzzle scientists. Presented 22 April 2022.…
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Free Astronomy Public Lectures
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1 Exploring Einstein's Universe with Neutron Stars, Black Holes and Gravitational Waves (Free Astronomy Public Lectures) 1:14:10
1:14:10
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Einstein dreamt of a Universe in which space and time were curved by matter, and how black holes would represent the ultimate manifestations of his physics, and the possibility of a new type of radiation - gravitational waves. Sadly he died before the discovery of black holes and neutron stars, and so he was unable to witness many of the dramatic experimental confirmations of his theory. In this lecture the Director of the ARC Centre of Excellence for Gravitational Wave Discovery (OzGrav), Professor Matthew Bailes will use Mixed Reality Technologies to demonstrate how scientists have used telescopes and gravitational wave detectors to explore Einstein's universe, and provide astonishing confirmations of his theories using observations of neutron stars and black holes. Presented 19 October 2021.…
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Free Astronomy Public Lectures
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1 The Dark Universe (Free Astronomy Public Lectures) 1:15:34
1:15:34
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Presented by Sara Webb and Grace Lawrence on Friday 28 February 2020. When we look to the stars, what we see is a fraction of the universe – only around 5%. Astronomers observe that a mysterious ‘dark universe’ of strange and enigmatic dark energy and dark matter makes up the remaining 95%. Swinburne PhD candidates Sara Webb and Grace Lawrence are working to unravel the mysteries of this dark universe, exploring the fundamental origins and nature of dark energy and dark matter.…
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Free Astronomy Public Lectures
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1 Truth and awe in astronomy (Free Astronomy Public Lectures) 40:27
40:27
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Free Astronomy Public Lectures
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1 The unintended humour of the Universe (Free Astronomy Public Lectures) 54:43
54:43
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1 The Cosmic Perspective (Free Astronomy Public Lectures) 53:42
53:42
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Presented by Dr Edward (Ned) Taylor on Friday 18 October 2019. At its most basic, astronomy is an attempt to understand the nature of the universe in which we find ourselves. As such, understandings of astronomy have always had a profound impact on how we conceive of and understand ourselves — as a society, if not as individuals. In this talk, I want to share my 'cosmic perspective’: some of the lessons from modern astronomy and astrophysics that I carry with me into my daily life, and how my understanding of the universe shapes how I see the world. I also want to reflect especially on this extraordinary moment in the history of humanity, of our planet, and indeed our universe, and how our visions for our future might be enhanced with a more cosmic perspective.…
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Free Astronomy Public Lectures
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1 The Never-Ending Story of a Star (Free Astronomy Public Lectures) 1:00:12
1:00:12
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Presented by Renee Spiewak on Friday 20 September 2019. Like humans, stars often live their long lives in pairs, called binaries. At the end of their lives, they experience drastic transformations, rather than simply ending, and these transformations greatly affect their companions. In this lecture, I will take you on a journey of the many lives (and spectacular deaths/rebirths) of a massive star with a lighter companion star. The mass of a star, among other factors, determines the path it takes and the changes it experiences, and stars in binaries affect each other greatly. In a quiet stellar neighbourhood, this massive star will peacefully spend millions of years with its companion before undergoing a sudden transformation into one of the most extreme objects in the universe. Billions of years later, a second transformation will occur when the star’s companion quietly reaches the end of its life. However, under the right conditions, the pair’s story will not end there.…
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Free Astronomy Public Lectures
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1 Space law - It's not rocket science (Free Astronomy Public Lectures) 53:23
53:23
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Free Astronomy Public Lectures
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1 The vivid lives of stars (Free Astronomy Public Lectures) 57:04
57:04
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Presented by Poojan Agrawal on the 21st June 2019. Beyond the twinkling dots in the night sky, there are all sorts of stars that are beautiful and fascinating their own sense. I will share the story of how we came to understand these stars as we know them today using the Hertzsprung-Russell diagram and the importance of the lives of these stars in the present-day astrophysical problems.…
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Free Astronomy Public Lectures
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1 Watching a Little Gas Cloud on its Way into the Galactic Supermassive Black Hole (Free Astronomy Public Lectures) 1:03:56
1:03:56
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Presented by Prof. Andreas Burkert on 29th March 2019. The Galactic Center is one of the most fascinating and extreme places in the Milky Way. Harboring a supermassive black hole with a mass of order four million solar masses, it experiences cycles of activity and star formation, separated by periods of quiescence that last of order a million years. The Milky Way’s supermassive black hole currently is inactive. However a small, diffuse gas cloud (G2) has recently been detected on an orbit almost straight into the Galactic Supermassive Black Hole. Like comet Shoemaker Levy’s 1994 collision with Jupiter, the big challenge has started for astrophysicists to predict the outcome of G2’s close encounter with the supermassive black hole. Their models will be validated directly by observations within the next decade.…
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Free Astronomy Public Lectures
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1 Things that go bump in the night: fast radio bursts and the search for life beyond Earth (Free Astronomy Public Lectures) 49:10
49:10
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Presented by Dr Daniel C Price on 22nd February 2019. Thanks to new, more powerful technology, astronomers can search the skies faster and with more resolution than ever before. In this public lecture, I will talk about two exciting fields in astronomy: the Search for Extraterrestrial Intelligence (SETI), and Fast Radio Bursts. The SETI field has been reinvigorated by the 10-year, $100M Breakthrough Listen initiative to search for intelligent life beyond Earth. As a project scientist for Breakthrough Listen, I will introduce the program and detail how we are using new technology to run the most comprehensive search for intelligent life beyond Earth ever undertaken. I will also discuss a mysterious phenomenon known as fast radio bursts: incredibly bright but short-lived signals from distant galaxies, which escaped detection until recently. Could these signals be due to intelligent aliens, or is there an astrophysical explanation? I will give an overview of how a telescope upgrade will help us answer this question, and how Swinburne astronomers will play a leading role. Finally, I will discuss what evidence would convince us that there is indeed life beyond Earth, or that the Universe is ours alone to enjoy.…
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Free Astronomy Public Lectures
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1 Breakthrough! The detection of gravitational waves from a neutron star merger (Free Astronomy Public Lectures) 54:56
54:56
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Presented by Assoc. Prof. Tara Murphy on 23 November 2018. On August 17th 2017 the LIGO-Virgo interferometer detected gravitational waves from a neutron star merger in a galaxy 130 million light years away. This was a breakthrough for physics and astronomy. What followed was a frenzy of activity as astronomers around the world worked to detect electromagnetic radiation with conventional telescopes. After this unprecedented effort the event was detected in gamma-rays, x-rays, visible light and radio waves. I will discuss this incredible scientific result and its implications, including: predictions made by Einstein; the production of gold and other heavy elements; and our understanding of black hole formation. I will also give a 'behind the scenes' perspective of how it happened, and discuss the changes in the way we do science in this era of big astronomy.…
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