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Understanding the Elegant Math Behind Modern Machine Learning 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…

Mobile App C# Podcasts

اشتراک گذاری

خانه سری•Feed

25 قسمت

Mobile App C# Podcasts

updated 12 سال پیش

اشتراک گذاری

خانه سری•Feed

25 قسمت

Alle episoder

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Practical Push Notifications Seminar

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/pra... Code for this session: https://github.com/xamarin/Seminars/t... Pierce Boggan gives us a practical introduction to push notifications on getting your Xamarin.iOS applications set up and configured to receive push notifications, discussing Parse, Urban Airship and Azure Mobile Services.…

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Android Animations

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/int... Code for this session: https://github.com/xamarin/Seminars/t... Jérémie Laval shows how you can fall in love with Android animations and how you can get your users to fall head over heels for your Mono for Android apps. His blog is http://blog.neteril.org/…

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MonoTouch UITableViewCell and the xCode4 XIB InterfaceBuilder (with a little MvvmCross)

12 سال پیش

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@slodge (me!) provides a walkthrough of how he creates UITableViewCell layouts for iOS using MonoTouch and MvvmCross. Some written steps behind this walkthrough are available on http://slodge.blogspot.co.uk/2013/01/uitableviewcell-using-xib-editor.html More info on: http://slodge.blogspot.com http://github.com/slodge/mvvmcross And for products used... http://xamarin.com http://apple.com No cats or dogs were harmed in the making of this video :)…

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PassKit for iOS6

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/pass-kit-jan2013 Code for this session: https://github.com/xamarin/Seminars/tree/master/2013-01-24-PassKit Craig Dunn walks us through an introduction of PassKit and how you can take advantage of using this functionality from your MonoTouch applications.…

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Xamarin.Mac Seminar

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/xamarinmac-seminar Learn to write native Mac apps using C# and .NET directly from Miguel de Icaza, cofounder and CTO of Xamarin.

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Days Until Xmas: From Windows Phone to iOS to Windows 8

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/days-until-xmas-from-windows-phone-to-ios-to-windows-8-seminar Chris Hardy discusses the in and outs of creating an application for Windows Phone and how this app was ported over to run on iOS and Windows 8, discussing some hints and tips on achieving this, giving numbers of downloads for the apps on multiple platforms too…

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MvvmCross Introduction

12 سال پیش

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A seminar on code reuse, testing and plugins using the Model-View-ViewModel pattern (MVVM) and Interface Driven Development Slides for this session: http://www.slideshare.net/Xamarin/mvvmcross-seminar For more info: http://slodge.blogspot.com and http://github.com/slodge/mvvmcross

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Mobile Barcode Scanning Seminar

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/mobile-barcode-scanning-15411922 Code for this session: https://github.com/xamarin/Seminars/tree/master/2012-11-29-BarcodeScanning This session introduces a short history and 101 on barcodes, and then dives into barcode scanning on mobile platforms introducing some different options to get the job done. The library ZXing.Net.Mobile is specifically highlighted (including the journey of its creation) as a way to scan barcodes in C# on iOS, Android, and Windows Phone, with coding demos on using the library in MonoTouch and Mono for Android.…

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MonoGame 3.0 Seminar

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/monogame Code for this session: https://github.com/xamarin/Seminars/tree/master/2012-11-15-MonoGame3_0 Dominique and Dean take us through some of the new features of MonoGame 3.0 and the current status of the project. Some of the new features shown in this session include 3D support and support for Windows 8 and Windows RT. There is also information on what technologies that MonoGame use to produce a great cross platform experience. For more information go to http://www.monogame.net…

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C# Client to Cloud

12 سال پیش

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Talk through of using Azure, ASP.Net Mvc, MvvmCross, WP, MonoTouch and MonoDroid together. Talk given at LondonAzure - 9th November 2012 The code was a little out of date - doesn't cover all of WinRT or Portable Class Libraries Will write a new talk soon! Slides are on https://speakerdeck.com/cirrious/c-number-client-to-cloud Dataset used borrowed from http://www.buzzfeed.com/mjs538/100-houses-that-look-like-faces :) Best place for comments on the talk is at http://slodge.blogspot.com/2012/11/azure-to-wpmonodroidmonotouch-video-of.html…

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Introduction to Collection Views in iOS 6 Seminar

12 سال پیش

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Slides for this session: http://www.slideshare.net/Xamarin/introduction-to-collection-views-in-ios-6 Code for this session: https://github.com/xamarin/Seminars/tree/master/2012-11-01-CollectionViews Collection Views are a powerful new technology in iOS 6 that allow content to be presented using arbitrary layouts. In this session, Mike Bluestein will introduce Collection Views. Mike will look at how to use Collection Views to create grid-like layouts, as well as how to create custom layouts.…

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Optimizing CPU Performance in Xamarin apps with Instruments

12 سال پیش

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Managing memory is crucial in mobile apps. Sometimes your app may be sluggish even if you are managing your memory perfectly. This is normally caused by a bottleneck at the CPU. Most of the slow points in my apps are easily avoidable. You just have to know where to look.

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Android Services with C# Seminar

12 سال پیش

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Slides for this session: https://www.slideshare.net/Xamarin/android-services-in-c-seminar Code for this session: https://github.com/xamarin/Seminars/tree/master/2012-10-04-AndroidServices This session discusses how to develop services in C# using Mono for Android. Mike covers the basics of how Android services work and examines the various scenarios that services are used when developing Android applications.…

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Finding Native Object Memory Leaks in Xamarin apps with Instruments

12 سال پیش

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One of the biggest issues with mobile computing is memory. These devices have very limited memory and we need to make sure we are using and releasing it effectively. To help make sure everyone knows how to profile their apps, I created this video on how to use Instruments to find native memory leaks with your iOS apps.…

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Delighting Your Users With CoreAnimation

12 سال پیش

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Slides for this session: https://www.slideshare.net/Xamarin/delight-your-users-with-coreanimation Code for this session: https://github.com/xamarin/Seminars/tree/master/2012-09-20-CoreAnimation CoreAnimation is the foundation for creating high-performance and whimsical user interfaces, but is often overlooked by app developers. Frank explores all the different ways that developers can take advantage of this powerful library to delight users. Starting with the high level view controller transitions and automatic view property animations, Frank will then dive down into CALayer transforms, actions, and key framing. Whether you're creating a line of business application or a game, your users will thank you for enhancing their UI.…

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