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

۳ روز پیش1:14:43

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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…

PotatoLink

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PotatoLink is the new extension and communication project for the Australian potato industry. It is being led by Applied Horticultural Research (AHR) with funding through Hort Innovation using potato industry levies and contributions from the Australian Government. Helping growers to access current global best practice information is critically important to improve the viability and resilience of the Australian potato industry.

8 قسمت

#Science #Applied Horticultural Research

PotatoLink

updated حدود یک سال پیش

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8 قسمت

#Science #Applied Horticultural Research

Wszystkie odcinki

1
Regenerative Potatoes at the 2024 World Potato Congress Ep. 008 28:42

34 weeks پیش28:42

28:42

PotatoLink recently attended the World Potato Congress where regenerative agriculture was a major topic. Two of the presenters, Dr Kelvin Montagu from Applied Horticultural Research, and Ryan Barrett from the Prince Edward Island Potato Board, discuss their experiences with regenerative agriculture in potatoes. This conversation covers the main topics that came from the various presentations and panel session, and some of the practices and pillars that are being done in Australia and Canada. If you are interested in learning more about Ryan Barrett's work with the Prince Edward Island Potato Board you can visit their website here: https://peipotatoagronomy.com/ Ryan also runs a podcast, SpudChat, which you can listen to on most podcasts apps or visiting this link: https://spudchat.buzzsprout.com/ Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Lachlan Heysen at the 2022 World Potato Congress Dublin Ep. 007 11:04

49 weeks پیش11:04

11:04

In 2022 PotatoLink hosted a grower tour to the 2022 World Potato Congress (WPC) in Dublin, Ireland. Lachlan Heysen, a grower from south east South Australia, attended. In this podcast he speaks with PotatoLink team member Ryan Hall about their experiences and learnings from the congress. They also discuss the upcoming congress in Adelaide. Read more about the World Potato Congress in PotatoLink Magazine issue 05 If you would like to learn more about the World Potato Congress click here: https://tcc.eventsair.com/world-potato-congress-2024/ View the WPC program here: https://tcc.eventsair.com/world-potato-congress-2024/program-2024 Register here: https://tcc.eventsair.com/world-potato-congress-2024/registrations Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Getting the most out of mycorrhizae: 2023 biological product demonstration at Springbank, Vic - Ep. 006 22:09

1 year پیش22:09

22:09

Back in 2023 the PotatoLink team ran a biological product demonstration at the PotatoLink Springbank demonstration site. A mycorrhizal fungi product was applied. Following the results from the 2022 Bolwarrah demonstration site, changes to the fertiliser and fungicide programs were made. Join PotatoLink team members Stephanie Tabone and Kelvin Montagu as they discuss the results of the demonstration and how to get the most out of your mycorrhizal product. Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Potato genetics at the James Hutton Institute - Ep. 005 16:13

1 year پیش16:13

16:13

Breeding a new potato variety is not easy. For starters, whereas most plants have two copies of each gene, potatoes have four. As a result, potatoes have a particularly large and complicated genome. Finally sequenced in 2011, a printout on paper would cover the distance from Melbourne to Cairns! Growing and screening new varieties takes time and space, making it both expensive and slow. Researchers at the James Hutton Institute in Scotland are fast tracking potato breeding. Using genetic markers, the team have identified new genes for disease resistance as well as the rapid screening techniques to detect them in tiny seedlings. With access to a massive collection of over 1,500 potato varieties, it seems likely the genes for every attribute we need is in there somewhere. In this podcast, Doctors Ingo Hein, Sanjeev Sharma and Xinwei Chen talk to PotatoLink about their research, and the exciting new world of advanced potato breeding. Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Investigating oxalis troubles in Tasmanian potato crops - Ep. 004 16:32

۲ years پیش16:32

16:32

Tim Walker, WalkerAg Consultancy, Tasmania Worldwide there are 570 species of oxalis and approximately 30 species in Australia. Recently, PotatoLink's Tasmanian regional representative Tim Walker, has noticed that one type of Oxalis, ( Oxalis latifolia ) known as fishtail wood-sorrel, is becoming a problem on more and more properties in Northern Tasmania. In late March 2023, PotatoLink and VEGNET held a paddock walk focussing on controlling oxalis. This podcast covers what Oxalis is, what it looks like, why it's a problem, and what to do about it. It also summarises the field walk held in March 2023 and the outcomes from conversations had on the day. Associated resources : SWIPC factsheet: https://static1.squarespace.com/static/6046dbe313fcb01afb282298/t/63f7f757cd45297bddc738e7/1677195113426/Oxalisfactsheet_FINAL.pdf Australian Grower Magazine Winter 2023 - Page 136 - 137: https://ausveg.com.au/app/uploads/2023/05/AUSVEG_AustralianGrower_Winter_2023_FAR_lr.pdf Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Magnesium demonstration at the Canowindra NSW - Ep. 003 8:09

۲ years پیش8:09

8:09

Marc Hinderager, 4 Leaf Ag, Applied Horticultural Research, Cowra NSW Magnesium (Mg) is essential to plants. It is strongly involved in photosynthesis and transporting carbohydrates from leaves to roots, which is particularly important for tuber development. Yet, it may be overlooked within fertiliser programs focused on N, P and K. In this Podcast Stephanie Tabone from the PotatoLink project and AHR talks to NSW's regional representative Marc Hingerager about his 2022 magnesium demonstration trial in Canowindra NSW. They discuss the trial, the results and why magnesium is important. This podcast is a companion to the Magazine article: "Magnesium - the forgotten element?" which can be accessed here: https://potatolink.com.au/resources/potatolink-issue-01-dbm8d-7zdgs Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Chad Hutchinson talks about soil fumigation - Ep. 002 26:42

۲ years پیش26:42

26:42

Chad Hutchinson, TriCal, Indiana United States of America In this episode, Applied Horticultural Research's Dr Jenny Ekman discusses soil fumigation with Chad Hutchinson of the TriCal group. This podcast was recorded at the 2023 Ballarat growing better potatoes workshop. You can view recordings from this event here: https://potatolink.com.au/resources/growing-better-potatoes-workshop-recordings Soil health and soil-borne diseases are a major part of modern agriculture. Soil fumigation can play a role in managing major disease issues. PotatoLink cannot endorse any chemicals discussed in this presentation, all information is provided for educational purposes. Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

1
Potassium demonstration at Canowindra, NSW - Ep. 001 8:39

۲ years پیش8:39

8:39

Marc Hinderager, 4 Leaf Ag, Applied Horticultural Research, Cowra NSW Potassium is essential for many processes in both plants and the human body. If people want potassium they most likely reach for a banana. However, the best source of potassium is actually the potato, with approximately 600 mg per medium-sized tuber. In this Podcast Stephanie Tabone from the PotatoLink project and AHR talks to NSW's regional representative Marc Hingerager about his 2022 Potassium demonstration trial in Canowindra NSW. They discuss the trial, the results and why potassium is important. This podcast is a companion to the Magazine article: "Potassium, specific gravity and getting the balance right" which can be accessed here: https://potatolink.com.au/resources/potatolink-magazine-issue-05 Link to the website: https://potatolink.com.au/ Facebook: https://www.facebook.com/PotatoLinkAustralia Twitter: https://twitter.com/PotatoLink_Au LinkedIn: https://www.linkedin.com/company/potatolink/ Instagram: https://www.instagram.com/potatolink_au/ Please direct all enquiries to: info@potatolink.com.au Phone: (02) 8627 1040 This podcast is part of the Hort Innovation funded project PT20000 Potato Industry Extension and Communications Program. It was funded through the Potato-Processing and Potato-Fresh levy funds and contributions from the Australian Government. The music for this podcast is "The Beat of Nature" by Olexy, you can access the music here: https://pixabay.com/music/solo-guitar-the-beat-of-nature-122841/…

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

PotatoLink

PotatoLink

پادکست هایی که ارزش شنیدن دارند

Wszystkie odcinki

1
Regenerative Potatoes at the 2024 World Potato Congress Ep. 008 28:42

1
Lachlan Heysen at the 2022 World Potato Congress Dublin Ep. 007 11:04

1
Getting the most out of mycorrhizae: 2023 biological product demonstration at Springbank, Vic - Ep. 006 22:09

1
Potato genetics at the James Hutton Institute - Ep. 005 16:13

1
Investigating oxalis troubles in Tasmanian potato crops - Ep. 004 16:32

1
Magnesium demonstration at the Canowindra NSW - Ep. 003 8:09

1
Chad Hutchinson talks about soil fumigation - Ep. 002 26:42

1
Potassium demonstration at Canowindra, NSW - Ep. 001 8:39

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PotatoLink

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