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CDEROne Data Lakehouse for Efficient AI and Data Governance

Databricks via YouTube

Overview

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Explore how the CDEROne Data Lakehouse Platform, developed by Deloitte and Databricks, is revolutionizing FDA/CDER's data management landscape in this 44-minute conference talk. Discover how this platform unifies diverse data types, eliminates silos, and optimizes processes while integrating with robust tools in a high-performance computing environment. Learn about its secure hosting on AWS's FISMA High Government Cloud, enabling collaborative AI development, empowering data scientists, and providing a multi-tenant governance structure. Understand how Databricks in CDEROne has transformed FDA/CDER's review process through advanced AI/ML capabilities, managing metadata contents, storing information in machine-readable formats, and simplifying downstream data operations. Gain insights into how this implementation has streamlined manual operations, improved response times, and enhanced the efficiency of the drug review and approval process. Presented by Ethan Chen, Director of Division of Data Management at FDA CDER OSP Office of Business, and Venu Boppana, Strategy & Innovation Leader at US FDA.

Syllabus

CDEROne Data Lakehouse for Efficient AI and Data Governance

Taught by

Databricks

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