EPISODE · Feb 10, 2018 · 9 MIN
AI That Creates AI
from Siraj Raval
How can we build AI that creates AI? This concept actually already exists! Google uses self-creating AI as part of its AutoML service that finds the best model for customers. Genetic algorithms and neuroevolutionary strategies offer us a way to replicate the process of natural selection en silico. I'll talk about ways of using machine learning algorithms to create better machine learning algorithms in this video. Code for this video (with coding challenge): https://github.com/llSourcell/neuroevolution-for-flappy-birds Der Waldi's Winning Code: https://github.com/DerWaldi/youtube-video-face-swap Paramdeep's Runner up Code: https://github.com/ParmuSingh/face_swap Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://www.youtube.com/watch?v=YNLC0wJSHxI https://www.youtube.com/watch?v=nA3YOFUCn4U https://www.youtube.com/watch?v=B682RpmK0Xk https://www.youtube.com/watch?v=Qh2yT-AL1V8 https://www.youtube.com/watch?v=gn4nRCC9TwQ http://gekkoquant.com/2016/03/13/evolving-neural-networks-through-augmenting-topologies-part-1-of-4/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
How can we build AI that creates AI? This concept actually already exists! Google uses self-creating AI as part of its AutoML service that finds the best model for customers. Genetic algorithms and neuroevolutionary strategies offer us a way to replicate the process of natural selection en silico. I'll talk about ways of using machine learning algorithms to create better machine learning algorithms in this video. Code for this video (with coding challenge): https://github.com/llSourcell/neuroevolution-for-flappy-birds Der Waldi's Winning Code: https://github.com/DerWaldi/youtube-video-face-swap Paramdeep's Runner up Code: https://github.com/ParmuSingh/face_swap Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://www.youtube.com/watch?v=YNLC0wJSHxI https://www.youtube.com/watch?v=nA3YOFUCn4U https://www.youtube.com/watch?v=B682RpmK0Xk https://www.youtube.com/watch?v=Qh2yT-AL1V8 https://www.youtube.com/watch?v=gn4nRCC9TwQ http://gekkoquant.com/2016/03/13/evolving-neural-networks-through-augmenting-topologies-part-1-of-4/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693
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AI That Creates AI
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