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Transforming Data Governance for Multimodal Data at Amgen With Databricks

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Overview

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Learn how to implement comprehensive multimodal data governance frameworks using Databricks through Amgen's real-world experience in this 23-minute conference talk. Discover strategies for extending traditional structured data governance to handle sensitive multimodal data including imaging and research data across various formats. Explore Amgen's approach to advancing their Enterprise Data Fabric with centralized data access through unified, secure access control systems, enhanced traceability processes for transparency and accountability, and consistent access standards ensuring uniform data privilege experiences. Understand how to provide flexible user support for diverse stakeholders while implementing comprehensive auditing capabilities for thorough permission audits and data usage tracking. Gain insights into standardizing GenAI projects on Databricks and learn practical approaches for establishing governance frameworks that support both traditional data management and emerging AI use cases. Presented by Jaison Dominic, Senior Manager Data & Analytics at Amgen, and Jinesh Kunjumon, Senior Data Engineer at Amgen, this session shares proven methodologies for transforming data governance in enterprise environments handling complex, multimodal datasets.

Syllabus

Transforming Data Governance for Multimodal Data at Amgen With Databricks

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Databricks

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