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Announcing the APJ Databricks Smart Business Insights Challenge: Empowering Data-Driven Decision Mak

Join APJ's premier AI/BI virtual challenge to solve real-world business problems, sharpen your skills, and compete for prizes using the Databricks Data Intelligence Platform. This challenge provides a unique opportunity to work together, apply AI-dri...

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3 weeks ago
🚀 Monthly Databricks Get Started Days – Accelerate Your Learning Journey! 🚀

We’re excited to invite you to our MONTHLY Databricks Get Started Days, a half-day virtual learning experience designed to jumpstart your journey with Databricks. This global event is tailored to equip you with essential data engineering and analysi...

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  • 5 replies
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04-03-2025
Business Intelligence in the Era of AI

AI is transforming BI by changing the way organizations manage, analyze and get insights from their data. Everyone is rushing to democratize access to data through LLMs. But without the right foundation, you can’t get the most from AI. Our new appro...

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04-03-2025
Data + AI Summit 2025 — registration now open!

Be part of a global movement! Connect with 22,000 data enthusiasts at 700+ sessions, keynotes, and hands-on training at this year’s Data + AI Summit. Whether you’re into data intelligence, governance, AI, or data warehousing, this is your chance to l...

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  • 2 replies
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02-19-2025

Community Activity

lucy-ji
by > Visitor
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How to download widget result into CSV

In the databricks Tutorial (https://docs.databricks.com/gcp/en/sql/get-started/sample-dashboards) , it says we can right click the widget and choose "Download as CSV".  However, in my databricks dashboard, when I right click the widgets, there is no ...

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flashmav
by > Visitor
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  • 1 replies
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ConcurrentDeleteDeleteException in liquid cluster table

I am doing a merge in a table in parallel via 2 jobs.The table is a liquid clustered table with the following properties:delta.enableChangeDataFeed=truedelta.enableDeletionVectors=truedelta.enableRowTracking=truedelta.feature.changeDataFeed=supported...

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Latest Reply
BigRoux
Databricks Employee
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Hey @flashmav ,  keep in mind that operations in Delta Lake often occur at the file level rather than the row level. For example, if two sessions attempt to update data in the same file (even if they’re not updating the same row), you may encounter a...

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BigRoux
by Databricks Employee
  • 41 Views
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What are your most impactful use cases for schema evolution in Databricks?

  Data Engineers, Share Your Experiences with Delta Lake Schema Evolution! We're calling on all data engineers to share their experiences with the powerful schema evolution feature in Delta Lake. This feature allows for seamless adaptation to changin...

  • 41 Views
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Latest Reply
BigRoux
Databricks Employee
  • 1 kudos

@LRALVA , thank you for your insightful feedback.  I have a follow-on question if you don't mind? You emphasized the importance of schema governance and automated validations to prevent unintended schema drifts. Could you share how you automate these...

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1 More Replies
Troy
by > New Contributor III
  • 84 Views
  • 1 replies
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Lab for blended learning courses

 I subscribed to the Blended Learning program ($1500) and enrolled in one of the courses to begin training. I understood it to be a self-paced learning experience with on-demand labs. However, I was redirected to uplimit.com, where I can only choose ...

  • 84 Views
  • 1 replies
  • 1 kudos
Latest Reply
Advika
Databricks Employee
  • 1 kudos

Hello @Troy! Please drop an email to [email protected]. They will be able to better assist you with this question.

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sjj
by Databricks Employee
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Unity Catalog with automatic enablement (Part 2 - AWS)

IntroductionWhat is a Workspace Catalog?How Automatic Workspace Assignment WorksAWS infrastructure deployed during automatic enablementSystem-owned groups and permissionsMetastore-level grants for Auto-Enabled Workspace AdministratorsBest practices f...

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sjj
by Databricks Employee
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Unity Catalog with automatic enablement (Part 1 - Azure)

IntroductionWhat is a Workspace Catalog?How Automatic Workspace Assignment WorksAzure infrastructure deployed during automatic enablementSystem-owned groups and permissionsMetastore-level grants for Auto-Enabled Workspace AdministratorsBest practices...

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SoniSole
by > New Contributor II
  • 6514 Views
  • 6 replies
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Issue with Docker Image connection

Hello, I have created and pushed a docker image to Azure Container Registry . I used that image to start the cluster in Databricks. But the cluster doesn't start and as such when I try to run a Databricks' Jon using that Cluster, I get this error bel...

image
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  • 6 replies
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Latest Reply
jeremy98
Contributor III
  • 6 kudos

We have the same issue, right now. Which is the problem??

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5 More Replies
Malcoln
by Databricks Employee
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Using the Transform Pattern in PySpark for Modular and Maintainable ETL

Data engineers, scientists, and analysts working with big data often rely on PySpark to build ETL (Extract-Transform-Load) pipelines. These pipelines typically involve a series of transformations applied to raw data to clean, enrich, and prepare it f...

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josh_melton
by Databricks Employee
  • 17 Views
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Exploring Code With Databricks Apps

Introduction In this article, we’ll walk through how to develop, configure, and deploy a Databricks App for understanding complex code bases. While there’s a lot of freely available, world class software to explore in open source, it’s challenging to...

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greg-hansen
by Databricks Employee
  • 15 Views
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Monitoring Structured Streaming in Production

Intro Databricks customers use Structured Streaming to drive critical business functions like equipment monitoring, fraud detection, and inventory management. Reliability is a key design factor for these workloads. Engineers design streaming jobs for...

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NikithaTirumala
by New Contributor II
  • 16 Views
  • 0 replies
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[Partner Blog] Using GenAI on Databricks to Implement Master Data Management (MDM)

Summary Learn how Lakefusion modernizes MDM using GenAI on Databricks.Discover real-world use cases of AI-driven master stand the architectural synergy between Lakehouse and Lakefusion. Introduction: The Challenge of MDM in the Modern Data Landscape...

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Lennart
by > New Contributor II
  • 13 Views
  • 0 replies
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Databricks AWS permission question

Hello,I'm currently using Databricks on AWS for some basic ETL where the resulting data is stored as Hive external delta tables.Even though Unity catalog is disabled, table access control is disabled for the workspace, and the cluster is running with...

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gaganthakur04
by > New Contributor II
  • 17 Views
  • 2 replies
  • 0 kudos

Databricks Associate Certification Batch Not Received since 6 days

Hi Team,I hope this message finds you well.I cleared for the Databricks Associate Certification exam, but I have not yet received my badge. I would appreciate it if you could help me with the status or guide me on the next steps to claim it.I have ch...

  • 17 Views
  • 2 replies
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Latest Reply
gaganthakur04
New Contributor II
  • 0 kudos

Just received my credentials Thanks for the fast and quick solution @Cert-TeamOPS 

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1 More Replies
royinblr11
by > New Contributor
  • 6 Views
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LLM with the largest context window

A Generative AI Engineer is tasked with developing an application that is based on an open-source large language model (LLM). They need a foundation LLM with a large context window. Which model fits this need?DBRX,Llama2-70B,DistilBert MPT-30B.DBRX h...

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AnuKurian
by > Visitor
  • 27 Views
  • 1 replies
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Unable to scehdule databricks certification

Hi, I'm trying to schedule Databricks certification using https://www.webassessor.com/databricks link , however when I login it's taking me to Matillion Certification page and I'm not able to see any databricks certification. I tried using different ...

  • 27 Views
  • 1 replies
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Latest Reply
Advika
Databricks Employee
  • 0 kudos

Hello @AnuKurian! Please raise a ticket with the Databricks Support Team, they will be able to assist with this issue.

  • 0 kudos
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Latest from our Blog

Unity Catalog with automatic enablement (Part 2 - AWS)

IntroductionWhat is a Workspace Catalog?How Automatic Workspace Assignment WorksAWS infrastructure deployed during automatic enablementSystem-owned groups and permissionsMetastore-level grants for Aut...

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Unity Catalog with automatic enablement (Part 1 - Azure)

IntroductionWhat is a Workspace Catalog?How Automatic Workspace Assignment WorksAzure infrastructure deployed during automatic enablementSystem-owned groups and permissionsMetastore-level grants for A...

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Exploring Code With Databricks Apps

Introduction In this article, we’ll walk through how to develop, configure, and deploy a Databricks App for understanding complex code bases. While there’s a lot of freely available, world class softw...

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