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Explore a comprehensive repository of resources on the Databricks Community. Access tutorials, guides, webinars, and more to enhance your skills in data analytics and machine learning.
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Get Started Resources

Explore essential resources to kickstart your journey with Databricks. Access tutorials, guides, and...

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Announcements

Stay up-to-date with the latest announcements from Databricks. Learn about product updates, new feat...

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Community Articles

Dive into a collaborative space where members like YOU can exchange knowledge, tips, and best practi...

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DatabricksTV

Community-produced videos to help you leverage Databricks in your Data & AI journey. Tune in to expl...

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Events

Stay updated on Databricks events, including webinars, conferences, and workshops. Discover opportun...

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MVP Articles

This page brings together externally published articles written by our MVPs. Discover expert perspec...

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Product Platform Updates

Stay informed about the latest updates and enhancements to the Databricks platform. Learn about new ...

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Support FAQs

Find answers to common questions and troubleshoot issues with Databricks support FAQs. Access helpfu...

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Technical Blog

Explore in-depth articles, tutorials, and insights on data analytics and machine learning in the Dat...

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Activity in Resources

MandyR
by Community Manager
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Today is Community Manager Appreciation day! Big shout out to the Databricks community team!

Today is Community Manager Appreciation Day, celebrated every year on the fourth Monday of January, a tradition started in 2010. And I want to use it to shine a big, sparkly spotlight on my fellow Databricks Community Managers who and make the whole ...

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AlexEsibov
by Databricks Employee
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Azure Databricks: Required change in resource firewalls allowlisting Databricks serverless compute

Background To improve serverless scalability and expand service endpoint support to additional resources, Azure Databricks will make a change to the identifiers used to firewall storage access from serverless compute.  If you allow-list Azure Databri...

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Hubert-Dudek
by Databricks MVP
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New models

New ChatGpt models optimized for coding are available in databricks. Look in the playground or in ai schema in the system catalog #databricks https://databrickster.medium.com/databricks-news-2026-week-3-12-january-2026-to-18-january-2026-5d87e517fb...

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mark_ott
by Databricks Employee
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How can I tell my Dashboard visualizations aren't stale?

With AI/BI Dashboards, a best practice is for the creator/owner to 'Schedule' the Dashboard to rerun the underlying datasets when changes have occurred. This ensures the Visualizations are rendered with the freshest data.  But users still will questi...

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Latest Reply
Michael_Appiah
Contributor II
  • 8 kudos

@mark_ott That is a nice idea and quite useful. Quick question: how did you define 'stale' data in your case? So what is the threshold at which your 'conditional equation' color codes the date red? did you somehow link that to the refresh schedule? 

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balajij8
by > New Contributor
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The Last Mile of Data Intelligence - Databricks Lakebase

We spent the last decade building a wall in the middle of the data stack. Data Lakehouse on one side - massive, powerful & analytical. The Operational Database on the other - fast, transactional, and vital for apps. The separation created a “last mil...

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Latest Reply
Louis_Frolio
Databricks Employee
  • 3 kudos

Great framing, @balajij8 . The “last mile” analogy really lands — especially for anyone who’s spent weeks maintaining brittle reverse ETL pipelines just to get insights back into an app where they can actually be used. Bringing an ACID-compliant Post...

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Hubert-Dudek
by Databricks MVP
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App Config

Now, directly in Asset Bundles, we can add config for our apps #databricks more https://databrickster.medium.com/databricks-news-2026-week-3-12-january-2026-to-18-january-2026-5d87e517fb06  

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Hubert-Dudek
by Databricks MVP
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Why AI projects fail

Pattern I see in most AI projects: teams excitedly prototype a new AI assistant, impress stakeholders in a demo, then hit a wall trying to get it production-ready. #databricks https://databrickster.medium.com/95-of-genai-projects-fail-how-to-become...

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Advika
by Community Manager
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🌟 Community Pulse: Your Weekly Roundup! January 12 – 18, 2026

Another week powered by sharp questions, thoughtful solutions, and meaningful knowledge sharing .From technical deep dives to insightful reads, here’s what shaped the community this week   This Week’s Contributors      These members helped move c...

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Latest Reply
Sumit_7
Valued Contributor III
  • 6 kudos

Great week filled with Insights and announcements!Thanks for sharing @Advika!

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3 More Replies
Hubert-Dudek
by Databricks MVP
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Row Filter

For some Lakeflow connectors, we can pass a filter to limit which rows are loaded. It solves one big problem: initial, full load from tools like Google Analitycs can be almost impossible. Thanks to row_filter, we can limit ingestion and load, for exa...

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balajij8
by > New Contributor
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The End of an Era - Azure Databricks is Retiring the Standard Tier

Microsoft announced the retirement plan for the Azure Databricks Standard tier. This is vital information for Organizations still on the Standard Tier. It represents a fundamental architectural realignment that Organizations must navigate with precis...

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Latest Reply
Danish11052000
New Contributor III
  • 4 kudos

Any reason why it is being planned to retire this Standard Tier by Azure Databricks?

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Om_Jha
by Databricks Employee
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Solution Accelerator Series | LLMs for Customer Service and Support

The LLMs for Customer Service and Support Solution Accelerator helps you quickly build an intelligent, context-aware chatbot on Databricks — boosting agent productivity and elevating customer satisfaction with LLM-powered experiences. Why This Accele...

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devipriya
by > New Contributor III
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Getting Databricks Generative AI Engineer Associate (and What I Learned)

I just earned my Databricks Certified Generative AI Engineer Associate Certification, and in this post, I’m sharing the key tips, resources, and personal insights that helped me succeed. My certiticate from DatabricksNavigation:PreludeAbout the certR...

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Latest Reply
Louis_Frolio
Databricks Employee
  • 4 kudos

Hey @devipriya , thanks for sharing your notes on how you found success with the certification(s). Appreciate you taking the time to pass along what worked for you. Cheers, Louis

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Hubert-Dudek
by Databricks MVP
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Hubert-Dudek
by Databricks MVP
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Lakebase experience

In regions in which new Lakebase autoscaling is available, from Lakebase, you can access both autoscaling and older provisioned Lakebase instances. #databricks https://databrickster.medium.com/databricks-news-2026-week-2-12-january-2026-to-18-january...

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MandyR
by Community Manager
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Zerobus Ingest: From Lakehouse to Insights Now

BrickTalks is back! Ready to go from Lakehouse to insights fast? Zerobus Ingest is for you! Join us for a special BrickTalks session on Zerobus Ingest (part of Lakeflow Connect) on Thu, Jan 29, 2026 at 9:00 AM Pacific (Zoom) and learn how to streamli...

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