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AI-Driven Drug Discovery - Accelerating Molecular Insights With NVIDIA and Databricks

Databricks via YouTube

Overview

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Explore how AI is revolutionizing healthcare and drug discovery through the powerful combination of NVIDIA BioNeMo and Databricks Delta Lakehouse in this 29-minute conference talk. Discover how biopharma companies are leveraging artificial intelligence to streamline workflows and unlock new scientific insights for critical applications including molecular structure modeling, protein folding, and diagnostics. Learn to run inference using BioNeMo pre-trained models on data securely stored in Delta Lake to deliver actionable insights for drug discovery processes. Understand how containerized solutions on Databricks' ML Runtime with GPU acceleration can achieve significant performance gains compared to traditional CPU-based computation methods. Gain insights from industry experts Karuna Nadadur, Senior Solutions Architect at NVIDIA, and Srijit Chandrashekhar Nair, Senior Specialist Solutions Architect at Databricks, as they demonstrate practical implementations and showcase the potential of AI-driven approaches in accelerating molecular research and pharmaceutical development.

Syllabus

AI-Driven Drug Discovery: Accelerating Molecular Insights With NVIDIA and Databricks

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Databricks

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