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[AI and the Modern Data Stack] #182 How Databricks is Transforming Data Warehousing and AI with Ari Kaplan, Head Evangelist & Robin Sutara, Field CTO at Databricks

DataFramed

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Navigating Data Definitions, Intelligence, and Security in Business

Data intelligence can help businesses address the issue of varying definitions by using AI to get smarter over time through reinforcement learning and human guidance. Additionally, partnerships focusing on the semantic layer can enhance data harmonization. Regarding data security, the fear of data breaches is real, emphasizing the importance of controlling proprietary models and sensitive data within a platform. Companies must evaluate the risk and compliance around data sharing to avoid potential legal issues. Databricks offers a platform that supports both proprietary ecosystems and open-source technologies, ensuring data protection and innovation. By understanding use cases, leveraging the right tools, and maintaining control over data assets, organizations can drive business value while mitigating risks associated with data security and model control.

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