Channel: Siraj Raval

Category: Education

Tags: pythongithubsirajaigooglemachine learningneural networkartificial intelligencehealthcaredeep learningbiochemistryalphafoldprotein foldingsiraj ravaldeepmindstatistics

Description: AlphaFold is DeepMind's newly released State of the Art AI system for Protein Folding prediction. I tried it out myself and was able to predict and visualize several protein shapes, so in this episode I'm going to show you step by step how to install and run it on your computer too! And of course explain how it all works along the way. AlphaFold has applications in Health, Sustainability, and Materials Design, and IMHO is the most promising application of AI yet. Protein Folding is a nontrivial problem that has been worked on for decades by billion dollar pharmaceutical companies and research institutions. For DeepMind (an incumbent) to enter into a protein folding competition out of nowhere and win 1st place by out-predicting all of them is a HUGE deal. I really hope that I can convey how amazing AlphaFold is to you and that you're able to test it out yourself. Enjoy! Hit subscribe for more educational videos! It means a lot to me. TWITTER: bit.ly/2OHYLbB WEBSITE: bit.ly/2OoVPQF INSTAGRAM: bit.ly/312pLUb FACEBOOK: bit.ly/2OqOhx1 DeepMind's AlphaFold Code: github.com/deepmind/deepmind-research/tree/master/alphafold_casp13 Coding Challenge Instructions + submission form (Winners announced in next weeks video, Due date is Feb 9 at 12 PM PST): forms.gle/cGgeW1DCLM7SFUBg9 My previous video on AlphaFold: youtube.com/watch?v=cw6_OP5An8s Are you a total beginner to machine learning? Watch this: youtube.com/watch?v=Cr6VqTRO1v0 Learn Python: youtube.com/watch?v=T5pRlIbr6gg A more detailed video of AlphaFold by PipelineAI: youtube.com/watch?v=EtUzTBWiZvE Another detailed video of AlphaFold by IPD: youtube.com/watch?v=uQ1uVbrIv-Q The AlphaFold blogpost: deepmind.com/blog/article/AlphaFold-Using-AI-for-scientific-discovery An Dockerized implementation of AlphaFold by dellacortelab: github.com/dellacortelab/prospr Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams! Signup for my newsletter for exciting updates in the field of AI: goo.gl/FZzJ5w Credits: DeepMind for the code All images & GIFs used in this video were curated from across the Web via a public Google Image Search, I do not claim credit for creating any of them (except some memes) And please support me on Patreon: patreon.com/user?u=3191693