Got metrics? Create a metrics store – A tour of Databricks at Databricks

Got metrics? Create a metrics store – A tour of Databricks at Databricks

HomeDatabricksGot metrics? Create a metrics store – A tour of Databricks at Databricks
Got metrics? Create a metrics store – A tour of Databricks at Databricks
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I have metrics, you have metrics, we all have metrics. The problem is not if we have metrics. The problem is that we all have metrics, the numbers never match and we spend endless cycles trying to figure out why. This is our story from our own data team @ Databricks and how we built a metric store to solve the fundamental problem with metrics, business intelligence and data operations. Imagine a world where the numbers always match. Where changing metric definitions are applied consistently globally without lengthy projects. Imagine a world where ALL metrics have ML-based forecasting, AI-based anomaly detection and automatic explainability out of the box. This is a hands-on talk based on our own journey. We will discuss our motivations, technical challenges, solutions and the best-in-class data warehouse. We will give an overview of the key features built right into our metric store, why they work and how you can get started today.

Presentation by: Bruce Wong, Head of Data Platform, Databricks; Zubair Anwar, Director of Data Science, Databricks

There is more to discover here:
Why the Data Lakehouse is your next data warehouse: https://dbricks.co/3Pt5unq
Lakehouse Basics Training: https://dbricks.co/44ancQs

Connect with us: Website: https://databricks.com
Twitter: https://twitter.com/databricks
LinkedIn: https://www.linkedin.com/company/data…
Instagram: https://www.instagram.com/databricksinc
Facebook: https://www.facebook.com/databricksinc

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