Creating the World's Premier Biological Foundation Model
MLOps World: Machine Learning in Production via YouTube
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Overview
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Explore Recursion's groundbreaking approach to building the world's most expansive biological foundation model in this 28-minute conference talk from MLOps World: Machine Learning in Production. Dive into the infrastructure and tooling required for constructing models with billions of parameters, trained on hundreds of millions of high-resolution images. Gain insights into efficient data management, large-scale model training, scaling inference, and the effective use of in-house supercomputing and public cloud environments. Learn how this innovative approach is revolutionizing the drug discovery process, as presented by Jess Leung, Staff ML Engineer at Recursion.
Syllabus
Creating the World's Premier Biological Foundation Model
Taught by
MLOps World: Machine Learning in Production