Get Started Resources
Explore essential resources to kickstart your journey with Databricks. Access tutorials, guides, and...
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Solution Accelerator Series | Compliance: AML and KYC
Keeping up with financial crime is complex. Banks and financial institutions need to deal with changing regulations, sophisticated money laundering techniques and large volumes of data that must be analyzed to detect risk and protect client assets an...
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Azure Databricks Exclusive groups
Une nouvelle primitive de permissions pour empêcher le croisement de données entre usages hébergés sur le même workspace Databricks.
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lien Medium :https://medium.com/@kacn12872/azure-databricks-exclusive-groups-garantir-létanchéité-entre-cas-d-usage-sur-la-lakehouse-e340ce28f332
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Data Detective Series | Ready to crack a case with data? 🕵️♀️
We’re getting ready to pilot the Databricks Detective Series ahead of its launch at Data + AI Summit 2026, and we’re looking for Community members to help test it. Databricks Detective Series is a free, gamified, hands-on experience where you become...
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Step-by-Step: Building a Vacation Rental Operations App with AppKit
[Written and tested by James Broadhead, Engineering Manager; Edited and published by Evan Pandya, Product Marketing Manager] Intro Let's say your team has analytics data in a SQL Warehouse and leadership wants more than a dashboard. They want an app...
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The Gap Between Applications and Analytics, and "How Lakebase Solves It"
The Problem Nobody Likes to Admit.Imagine this scenario: your data team has built a flawless lakehouse. Ingest pipelines, bronze/silver/gold tiers, gleaming dashboards. Everything is working perfectly.Until someone asks: "And the production app? Wher...
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%uv pip
In a serverless environment 5 (soon, probably in other environments as well), we can also install packages using the UV package manager. Tests show that it is even a few times faster! #databricks https://medium.com/@databrickster/databricks-news-lake...
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How to access a delta table in UC from lakebase postgres ?
Hi DB Community ,Is there any way to access/write to delta table in UC from lakebase postgres ? There's a way using "Sync Table" - but it is recommended only to read data from Sync Table . Databricks recommends against writing to sync table . Or else...
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Currently, direct write-back from Lakebase PostgreSQL to Unity Catalog Delta tables is not the recommended pattern.A few points that may help:• “Sync Tables” are mainly designed for replication/read access scenarios. Databricks currently recommends a...
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Unit Testing TransformWithState Logic with TwsTester
You've spent the afternoon building a StatefulProcessor for your TransformWithState streaming job. It tracks per-user sessions, accumulates running totals, or deduplicates events. Now you want to know if it actually works. So you wire up a streaming ...
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CUSTOMER STORY | ENSEMBLE: Optimizing reimbursement through proactive healthcare strategies
"The data platform we’ve built with Databricks gives us a treasure trove of usable, enriched data that sets us apart from anyone else in the industry. It’s the foundation for solving problems no one else can." - Grant Veazey, CTO, EnsembleEnsemb...
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Databricks Community Fellows April 2026 Shout Outs!
Some Bricksters bring their expertise into the forums, help customers win, and make the community a richer place for everyone. We call them Community Fellows, and we couldn't be prouder of them. April by the Numbers The Fellows showed up, answered th...
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Share Your Expertise: Submit Your Blogs and Videos to the Databricks Community!
Are you passionate about sharing your knowledge and insights with the community? We have an exciting opportunity for you! You can now submit your blogs and videos to the Databricks Community for greater exposure and impact. We believe in the power of...
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@Advika i would love to contribute as well - I already have quite a decente catalogue of blogs written on LinkedIn - some of which I would like to feature here as well
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Introducing 5XL SQL Warehouses: A Practical Guide to Meeting SLAs for Your Most Demanding Workloads
While data volumes are growing, the time windows to process them are getting stricter. Enterprise customers are generating more data than ever, and the speed is only accelerating with more agentic workflows. At the same time, the SLAs for when it nee...
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Agentic Data Engineering with Genie Code and Lakeflow
Databricks is bringing Genie Code deeper into Lakeflow, giving data engineers an AI partner built for data that can help with pipeline development, job orchestration, monitoring, and debugging in one experience. Key highlights Build pipelines in plai...
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Free Modular Project Structure for Databricks Apps with Streamlit
The official Databricks Apps quickstart puts everything into a single app.py. Fine for a demo — painful once the app grows past ~500 lines.Problems with the single-file pattern:Merge conflicts on every PRUI, logic, and SDK calls coupled → no unit tes...
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Mastering Delta Lake MERGE Performance: Why It Slows Down and How to Fix It
If you've worked with Delta Lake at scale, you've encountered this: your MERGE operation that once completed in seconds now takes minutes or hours, as your table grows. The culprit? Without optimization, MERGE operations scan far more data than neces...
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@dhruvkumar1 Hey, thanks for the article. I was under the impression that if you have photon enabled then it uses dynamic file pruning to trim the target down for the merge. Is this incorrect?https://learn.microsoft.com/en-gb/azure/databricks/optim...
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