Channel: Siraj Raval

Category: Education

Tags: drug engineeringpythongithubautoencodervirtual screeninganacondaneural networkartificial intelligencereinforcement learningself organizing mapdrug discoverystartupai in healthcarepytorchdeep reinforcement learningmoleculesiraj ravalvariational autoencodergenerative modeling

Description: You can engineer a novel drug on your laptop today using Machine Learning thanks to an open-source contribution by a company called Insilico Medicine based in Hong Kong. I spent some time reading their paper, playing with their model, and learning about the history of drug discovery. I can very confidently say that we are about to enter into a new era of personalized, low-cost medicine. And this new era will not just be about treating diseases, it'll be about finding actual cures using primarily cell and gene therapies. I am actively working on figuring out how i can best contribute here, I want to join in on the fun :) In this episode i'm going to explain everything i've learned about this field and by the end I want you to start generating molecules on your machine. Enjoy! TWITTER: bit.ly/2OHYLbB WEBSITE: bit.ly/2OoVPQF INSTAGRAM: bit.ly/312pLUb FACEBOOK: bit.ly/2OqOhx1 Insilico Medicine's code : github.com/insilicomedicine/GENTRL My presentation (images curated from across the Web): colab.research.google.com/drive/1f5Y4njMK4VGAMU68LdxtdI8lA-anayPt Subscribe for more educational videos! Are you a total beginner to machine learning? Watch this: youtube.com/watch?v=Cr6VqTRO1v0 Learn Python: youtube.com/watch?v=T5pRlIbr6gg Startups in Drug Discovery: blog.benchsci.com/startups-using-artificial-intelligence-in-drug-discovery Autoencoders: youtube.com/watch?v=H1AllrJ-_30 Variational Autoencoders: youtube.com/watch?v=9zKuYvjFFS8 Deep Reinforcement Learning: youtube.com/watch?v=79pmNdyxEGo Reinforcement Learning: youtube.com/watch?v=aCEvtRtNO-M Drug Discovery: youtube.com/watch?v=hY9Bc3mtphs 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: Insilico Medicine Wiseodd RubiksCode And please support me on Patreon: patreon.com/user?u=3191693