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

約 8 日前1:14:43

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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 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…

HVAC CHATS

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コンテンツは Endeavor Business Media によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、Endeavor Business Media またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

Greetings, and welcome to “HVAC Chats”, a series of HVAC podcast episodes by Contracting Business and Endeavor Business Media, Hosted by Terry McIver, editor-in-chief of Contracting Business magazine and director of content for ContractingBusiness.com. “HVAC Chats” offers insight by guest HVAC contractors into business management challenges that our heating and air conditioning audience can relate to, based on their daily experiences in the office or in the field.

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31 つのエピソード

#Business #Endeavor Business Media

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HVAC CHATS

updated 約 1 年前

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コンテンツは Endeavor Business Media によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、Endeavor Business Media またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

Greetings, and welcome to “HVAC Chats”, a series of HVAC podcast episodes by Contracting Business and Endeavor Business Media, Hosted by Terry McIver, editor-in-chief of Contracting Business magazine and director of content for ContractingBusiness.com. “HVAC Chats” offers insight by guest HVAC contractors into business management challenges that our heating and air conditioning audience can relate to, based on their daily experiences in the office or in the field.

… continue reading

31 つのエピソード

#Business #Endeavor Business Media

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Steve Howard of ACT Group to Enter CB HVAC Hall of Fame 6:45

23 weeks前6:45

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6:45

Get to know this amazing trainer/consultant who has helped thousands of HVACR contractors learn more and sell more.

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WHVACR Executive Director Describes Group's Comprehensive Support Program 10:42

26 weeks前10:42

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10:42

Amy O'Grady, Women in HVACR's first Executive Director describes her background in HVAC and how WHVACR is helping women gain traction in the trades.

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Don't Target ONE Demographic, Target All 4:22

28 weeks前4:22

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4:22

All generations LOVE to buy but HATE to be sold. Wind the HEART and the MIND will follow.

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You CAN Sell $5 million in HVAC Systems 14:27

31 weeks前14:27

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14:27

Andy Hobaica, Comfort Advisor with Hobaica Services, achieves outstanding results in HVAC system sales by HELPING, not selling.

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How Family Members Affect the Value of Your HVAC Business 4:29

33 weeks前4:29

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4:29

Is a family member being paid too little or too much? And should you sell, will family want to work for a new owner?

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Are Your HVAC Sales Proposals Holding You Back? 6:14

35 weeks前6:14

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6:14

We share an article by HVAC industry consultant Tom Piscitelli, on how to be certain your HVAC sales proposals will result in more closes.

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Is Dynamic Pricing in Your Future? by Matt Michel 7:24

38 weeks前7:24

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7:24

Various industries adjust pricing for various reasons. Matt Michel explains what's likely to happen to pricing models for HVACR service.

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Essentials for Building a Successful Team by Rob Minnick 7:55

40 weeks前7:55

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7:55

An "In Case You Missed It" reading of an article on how Rob Minnick transformed the family HVAC business.

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Live from ACCA: The Sila Services Approach to Service Business Acquisitions 11:31

42 weeks前11:31

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11:31

There's not a banker in sight running the platform company Sila Services. Sila is led by and built for tradespeople. Learn Sila's history, how it is growing, and its support for ACCA, from CEO Jason Rabbino.

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45 Years of HVAC Events: Marvin White Joins us from ACCA 2024 6:01

44 weeks前6:01

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6:01

The founder/owner of White Service Co., Lubbock Texas, and daughter Jessica Retzloff describe the company's specialty refrigeration services and what they look for at a show.

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Words of Wisdom from a Successful HVAC Contractor – Lee Rosenberg, Rosenberg Plumbing, Heating & Air 10:40

46 weeks前10:40

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10:40

Lee Rosenberg shares some of his history as a successful HVAC contractor.

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ACCA 2024 Show Highlights – Sean Robertson and Aaron Ruddick, ACCA 18:06

47 weeks前18:06

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18:06

In one of four chats from the 2024 ACCA event, we speak with Sean Robertson of ACCA and contractor Aaron Ruddick about show highlights.

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Thoughts from a Leading HVAC Podcaster – Tersh Blissett, HVAC Service Business Mastery 12:54

1 year前12:54

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12:54

Tersh Blissett is co-founder with Josh Crouch of the "HVAC Service Business Mastery" podcast.

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A2Ls-What’s Happened and What’s to Come... 18:54

1 year前18:54

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18:54

Over the last several months via Contracting Business HVAC Chats, Chemours shared a lot of useful intel concerning the HFC phasedown. We started with a high-level discussion of the American Innovation and Manufacturing (AIM) Act which initiated the phasedown of hydrofluorocarbon (HFC) production and consumption in the U.S., and we spoke about the subsequent Environmental Protection Agency (EPA) work of creating new regulations and guidelines for the transition. We got into greater specifics when we aired a podcast about A2Ls, the new-generation refrigerants that have the benefits of mild flammability, low toxicity, and low global warming potential (GWP). We also highlighted that our new Opteon brand refrigerants, such as XL41® (R-454B) are based on hydrofluoroolefins (HFOs) and is considered an HFO blend. As we look to find solutions to climate change challenges, A2L refrigerants offer benefits such as similar operating characteristics to legacy refrigerants, a safer profile than ammonia and hydrocarbon refrigerants, and greater energy efficiency than R-410A and transcritical CO₂ systems. Then we took our discussion into the details. Because, despite the importance of the high-level information about regulations and new-generation refrigerants, Chemours knows that the service technician needs the essential facts of working within the new guidelines and with these new products. Though A2L refrigerants will not require a fundamental shift in the way technicians conduct business, these will require more rigorous attention to basic servicing fundamentals. And we provided a detailed overview about those fundamentals. Finally, we aired a podcast focused on the successful Hensley Beverage system replacement, an A2L refrigeration installation with real impact. The Hensley project effectively paved the way for companies throughout the commercial refrigeration industry to adopt refrigerant technologies that are both cost-effective and environmentally sustainable. Our series covered the 1-2-3s of the HFC transition. Now we look at the ABCs. Chemours has invested more than one billion dollars in research and development and downstream product and application development on low-GWP, hydrofluoroolefin (HFO), and HFC technologies, and remains committed to the ongoing development needs of customers throughout the HFC phasedown in the U.S. and globally. Our portfolio of products has been specifically developed to meet the changing global regulatory landscape while maintaining or improving performance compared to the products they replace. Making sense of all this and the impact on your business is as easy as ABC. Chemours Opteon product portfolio for A2L-ready equipment includes Opteon XL40 (R-454A), Opteon XL41 (R-454B) and Opteon XL20 (R-454C). XL40 (R-454A) was developed for remote condensing units, XL41 (R-454B) was created for air conditioning units and heat pumps, and XL20 (R-454C) is for supermarkets and industrial refrigeration applications. The future of refrigerants is really as simple as ABC as you’ll learn in this podcast. In this podcast you’ll learn more about: *How these new refrigerants fin into the EPA’s Technology Transition Final Rule *The correct applications for these new refrigerants. *How to get the help you need from Chemours on your upcoming projects.…

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Planning the BDR Spark Conference: Hear from Bruce Wiseman and Kim Archer 9:52

1 year前9:52

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9:52

Hear from the founders of Business Development Resources on BDR's beginnings and the origin and purpose behind this fine contractor event.

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