OnlySpans - The DevOps podcast

#Tech #Christopher Cooney

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…

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An exploration into the world of Observability, talking about the latest trends, best practices, products, and more. We'll dive deep, and discuss some of the most important issues in the world of DevOps & Observability, level up your skills as a DevOps professional and maybe make a few jokes as we go.
Huge thank you to our sponsor, Coralogix, about whom you can learn everything you ever want to know, over at https://www.coralogix.com

5 episoade

OnlySpans - The DevOps Podcast explicit

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5 episoade

#Tech #Christopher Cooney

Toate episoadele

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Episode 5 - What to Know about IaC 13:32

acum 1 year13:32

13:32

Infrastructure as Code (IaC) is now the De Facto standard for creating online cloud based resources. It's awesome... but there are some classic challenges that cause pain to almost everyone. Let me help you get ahead of them and stop little timmy from ripping through your carefully made infrastructure!!…

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Episode 4 - Return of the On-Premise Infrastructure 15:52

acum 1 year15:52

15:52

On-Premise infrastructure used to be the only game in town. Then the cloud came in and we basically told our on-premise infrastructure to pack its bags and hit the road, we had found someone new who was much better looking. Now, it looks like we were a little hasty, and we're calling up on-premise when we're drunk at 3am, to tell them we're sorry and we miss them. In other words, maybe On premise isn't dead just yet!…

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Episode 3 - Is AIOps a Load of Bulls*** or not? 13:51

acum 1 year13:51

13:51

AIOps (short for Artificial Intelligence Operations) refers to the practice of using AI technology to tackle DevOps based challenges. In this episode, I'll discuss (read: rant) AIOps, its applications in observability, the most common use cases and, of course, whether it's absolute nonsense or the next great thing. Coralogix has a range of SENSIBLE, well built AIOps features that won't leave you upset and craving the sweet safety of procedural code. Check us out at https://www.coralogix.com.…

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Episode 2 - The Cost of Observability a.k.a Observability is too DAMN Expensive! 21:53

acum 1 year21:53

21:53

WARNING: I'm gonna do a lot of swearing in this episode. Well, if I haven't seen enough invoices to know when something is too damn expensive. The cost of running an effective Observability suite has become insane. Prices are prohibitive and unclear, with pricing plans that require a PhD to understand. This is based on a talk I've done in ContainerDays in Hamburg and DevOpsDays London, which you can find on Youtube! Coralogix is the only SaaS Observability solution that is trying to solve this problem, with clear, transparent pricing, a true investment in cost optimization and data based charges, with no hidden fees for support or onboarding. Find out more at https://www.coralogix.com…

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Episode 1 - Monitoring as Code 14:00

acum 1 year14:00