Channel: Siraj Raval

Category: Education

Tags: generative adversarial networkcoding challengepythonsirajbiologyaitransformercoronaviruscovid-19competitionbertmachine learningartificial intelligencedeep learningdrug discoveryncov-19siraj ravalprogramming

Description: Coronavirus is turning out to be one of the deadliest disease outbreaks of all time. The people that are fighting this disease need a solution now, not a year from now. As such, I'm hosting a 2-week $3500 Coronavirus Deep Learning Competition for anyone in this community to participate. The goal is to use deep learning to find a potential cure or treatment, then we'll send samples of the compound to the Wuhan Institute of Virology for further analysis. This is the perfect opportunity to show the world how open-source, community-driven AI can effect positive, relevant change. This is the AI-Human collaborative "Deep Blue" moment, a moment where, given AI tools, a human or group of humans will be able to accomplish an extraordinary feat that they couldn't otherwise. In this episode, I'll explain the details of the competition, the details of the Coronavirus genome, which teams are currently using AI to fight it, and we'll go through the necessary steps to generate and test candidate molecules with deep learning and PyRX (molecular docking software). Enjoy! Sign up page: sage-health.org TWITTER: bit.ly/2OHYLbB WEBSITE: bit.ly/2OoVPQF INSTAGRAM: bit.ly/312pLUb FACEBOOK: bit.ly/2OqOhx1 Subscribe for more educational videos! It means a lot to me. Are you a total beginner to machine learning? Watch this: youtube.com/watch?v=Cr6VqTRO1v0 Want to meet potential teammates? Try our slack channel: wizards.herokuapp.com Drug Discovery with GANs: youtube.com/watch?v=hY9Bc3mtphs Drug Engineering: youtube.com/watch?v=ya3AdrfKYzc Learn Python: youtube.com/watch?v=T5pRlIbr6gg Coronavirus news: who.int/health-topics/coronavirus PyRX Download: pyrx.sourceforge.io AutoDock Vina: vina.scripps.edu LSTMChem Network: github.com/topazape/LSTM_Chem 30+ Drug Discovery Neural nets: github.com/search?l=Python&q=neural+drug&type=Repositories 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: World Health Organization TopazApe Image assets/animations are from across the Web, i take no credit for them (except some memes) And please support me on Patreon: patreon.com/user?u=3191693