Bharath Ramsundar — Deep Learning for Molecules and Medicine Discovery episode artwork

EPISODE · Aug 5, 2020 · 55 MIN

Bharath Ramsundar — Deep Learning for Molecules and Medicine Discovery

from Gradient Dissent: Conversations on AI

Bharath created the deepchem.io open-source project to grow the deep drug discovery open source community, co-created the moleculenet.ai benchmark suite to facilitate development of molecular algorithms, and more. Bharath’s graduate education was supported by a Hertz Fellowship, the most selective graduate fellowship in the sciences. Bharath is the lead author of “TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning”, a developer’s introduction to modern machine learning, with O’Reilly Media. Today, Bharath is focused on designing the decentralized protocols that will unlock data and AI to create the next stage of the internet. He received a BA and BS from UC Berkeley in EECS and Mathematics and was valedictorian of his graduating class in mathematics. He did his PhD in computer science at Stanford University where he studied the application of deep-learning to problems in drug-discovery.Follow Bharath on Twitter and Githubhttps://twitter.com/rbhar90rbharath.github.ioCheck out some of his projects:https://deepchem.io/https://moleculenet.ai/https://scholar.google.com/citations?user=LOdVDNYAAAAJ&hl=en&oi=aoVisit our podcasts homepage for transcripts and more episodes!www.wandb.com/podcast🔊 Get our podcast on Apple and Spotify!Apple Podcasts: https://bit.ly/2WdrUvISpotify: https://bit.ly/2SqtadFWe started Weights and Biases to build tools for Machine Learning practitioners because we care a lot about the impact that Machine Learning can have in the world and we love working in the trenches with the people building these models. One of the most fun things about these building tools has been the conversations with these ML practitioners and learning about the interesting things they’re working on. This process has been so fun that we wanted to open it up to the world in the form of our new podcast called Gradient Dissent. We hope you have as much fun listening to it as we had making it!👩🏼‍🚀Weights and Biases:We’re always free for academics and open source projects. Email [email protected] with any questions or feature suggestions.- Blog: https://www.wandb.com/articles- Gallery: See what you can create with W&B - https://app.wandb.ai/gallery- Continue the conversation on our slack community - http://bit.ly/wandb-forum🎙Host: Lukas Biewald - https://twitter.com/l2k👩🏼‍💻Producer: Lavanya Shukla - https://twitter.com/lavanyaai📹Editor: Cayla Sharp - http://caylasharp.com/

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Bharath Ramsundar — Deep Learning for Molecules and Medicine Discovery

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This episode was published on August 5, 2020.

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Bharath created the deepchem.io open-source project to grow the deep drug discovery open source community, co-created the moleculenet.ai benchmark suite to facilitate development of molecular algorithms, and more. Bharath’s graduate education was...

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