ELT-G: Locating governance in the modern data stack

ELT is a data ingestion pattern that promotes an "extract first, model later" approach to building data workflows. While it saved time for data teams and enabled more agile development, the buzz about ELT has not given proper credit to its silent G: governance. Unlike transformations, proper governance, and in particular, securing access to data, cannot be deferred until later, and requires clear, consistent principles to be implemented by data teams.

During his talk, Stephen will provide a framework for thinking about data governance in an ELT landscape, introduce policy-based access controls, and provide some suggestions for data teams to get started with better governance today.

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Stephen Bailey, Director of Applied Data Science @ Immuta

Stephen Bailey is Director of Applied Data Science at Immuta, where he strives to implement privacy best practices while delivering business value from data. He loves to teach and learn, on just about any subject. He holds a PhD in educational cognitive neuroscience from Vanderbilt and enjoys reading philosophy.

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DataOps Unleashed is the official DataOps community.

We came together on March 17 as the emergence of DataOps, CloudOps, AIOps, MLOps, and other professionals, who gathered virtually to share the latest trends and best practices for running, managing, and monitoring data pipelines and data-intensive analytics workloads.

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