Google, Facebook & Amazon all use deep learning methods, but how does it work? In this video Computerphile explains how deep learning works. Research Fellow & Deep Learning Expert Brais Martinez explains. Deep learning (also known as deep structured learning) is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised, semi-supervised or unsupervised.

Luis Serrano 583,643 views The Kakeya needle problem (the squeegee approach) - Duration: 16:46.

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AlphaGo is beating humans at Go - What's the big deal? Rob Miles explains what AI has to do to play a game. What on Earth is Recursion?: https://youtu.be/Mv9NEXX1VHc Many thanks to Nottingham Hackspace for providing the location and being downright awesome Easter Egg: https://youtu.be/B8CujhUwVic This video was filmed and edited by Sean Riley.

Safety in AI is important, but more important is to work it out before working out the AI itself. AI Worst Case Scenario - Deadly Truth of AI: https://youtu.be/tcdVC4e6EV4 The Singularity & Friendly AI: https://youtu.be/uA9mxq3gneE Why Asimov's Three Laws Don't Work: https://youtu.be/7PKx3kS7f4A This video was filmed and edited by Sean Riley.

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Years of work down the drain, the convolutional neural network is a step change in image classification accuracy. Image Analyst Dr Mike Pound explains what it does. AI's Game Playing Challenge: https://youtu.be/5oXyibEgJr0 This video was filmed and edited by Sean Riley.

How getting something completely wrong can actually help you out. Could We Ban Encryption?: https://youtu.be/ShUyfk4QB-8 XOR and the Half Adder: https://youtu.be/VPw9vPN-3ac The Singularity & Friendly AI: https://youtu.be/uA9mxq3gneE This video was filmed and edited by Sean Riley.