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Upcoming Community BrickTalk | Sports Analytics: Turning Tracking Data into Real-Time AI Decisions

Hey Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, July 30! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and AI, ...

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Wednesday
📌‌ Complete Your Profile – Help Others Get to Know You

Community Ask   Hey Community!  Your Databricks Community profile is often the first thing other members see when they come across your posts, solutions, blogs, or event participation. A complete profile helps other members understand who you are,...

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2 weeks ago
How to Optimize Your Content for GEO: Best Practices for Writing Discoverable Community Content

Help Your Knowledge Reach More People Every Technical Blog, Community Article, MVP article, or answer you share can help someone beyond the Databricks Community. Small improvements in how you write can make your content easier to discover through C...

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Wednesday
The Next Wave of Enterprise AI | Webinar

WEBINARTime: July 21 / 8:00 AM PT Whether you’re building an agentic AI roadmap or pressure-testing your current approach, you’ll gain a clearer view of how leading enterprises are approaching agentic AI, and where the biggest opportunities lie ahead...

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2 weeks ago
Databricks Community Fellows – June 2026 Recap

  Monthly Recap • June 2026 Community Fellows Community Fellows are Bricksters who show up – in the forums, for customers, and for the community. Some months, that means going beyond the forums. June was one of them – Fellows brought their energy t...

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a week ago
Solution Accelerator Series | Building Common Sense Product Recommendations With LLMs

Product recommendations help guide customers through their shopping journey. The Building Common Sense Product Recommendations With LLMs Solution Accelerator shows how retailers can use LLMs to develop recommendations for new-to-market products by tu...

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Tuesday
🌟 Community Pulse: Your Weekly Roundup! July 06 – 12, 2026

The Weekly Digest • July 6 – July 12 Community Pulse From hot takes to resolved threads – here's everything you need to catch up. This Week's Community Stars   The members who showed up and made a difference this week: @balajij8 @Sumit_7 + To...

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Wednesday

Community Activity

cgambill
by > New Contributor II
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New to the community!

I’m Chris Gambill, founder of Gambill Data in Knoxville, Tennessee. I’ve spent 26 years working across data engineering, architecture, and leadership, primarily in telecom, manufacturing, and finance. Gambill Data recently joined the Databricks Partn...

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Latest Reply
suryaprayaga
New Contributor
  • 1 kudos

Welcome to this wonderful group Chris!! While I am a Databricks & Snowflake practitioner myself, I have been constantly learning a lot of things in this group. Looking forward to connecting with you.

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eshwari
by > New Contributor III
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Workload Identity Federation on ADO for account level provider

I am using Workload Identity Federation for ADO pipelines to authenticate to databricks.I followed https://docs.databricks.com/aws/en/dev-tools/auth/provider-azure-devopsIt works with workspace url but doesn't work with account level url.I get error:...

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suryaprayaga
by > New Contributor
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Snowflake OR Databricks

I am doing a case choice analysis on whether I should have my data in Snowflake to support my Customer workloads or have them migrated to Databricks to do the same.What has been your experience especially in handling large volumes of data especially ...

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manish0894
by > New Contributor
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Advanced Learning Festival 15 June - 06 July 2026

I have completed all my course modules for the Associate Data Engineering Learning Pathway. I am still waiting for the coupon

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srinathjan
by > New Contributor
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  • 2 replies
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Unable to Login to Databricks free edition

Hello Databricks Community, I created a Databricks Free Edition account yesterday. I was able to log in and use the workspace successfully for several hours. Today, I am unable to log in. When I try to access my Free Edition account, I receive the me...

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Latest Reply
ThomazNeto
Visitor
  • 1 kudos

Hi Srinath,Sorry you're locked out. That specific message — "Unable to signup… sign in here to access your existing accounts" — usually means your account already exists, so the site is bouncing you because it's treating this as a new sign‑up instead...

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1 More Replies
kosarchik
by > Visitor
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  • 1 replies
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Jobs and pipelines UI

Hello, Could you please explain how to enable the same UI interface that my colleague has (shown in the first picture)? Unfortunately, my interface looks like the second picture, where the Error code filter does not highlight or display the number of...

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Latest Reply
balajij8
Contributor III
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What you are seeing is likely a classic staged UI rollout. Databricks frequently pushes updates such as the aggregated error code metrics on the Job Runs page using user-level feature flags or testing cohorts. Because these flags can be evaluated at ...

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Nidhig631
by > Databricks MVP
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Understanding the Databricks Genie Family: Which Genie Is Right for You?

Genie FamilyThink of the Genie family as a team of specialists. Each member has a different responsibility, but they all collaborate using the same trusted data.Article Link:Understanding the Databricks Genie Family: Which Genie Is Right for You? @mv...

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Nidhig631
by > Databricks MVP
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Query Federation vs Lakeflow Connect in Databricks: When to Query and When to Ingest

This is one of those Databricks concepts that becomes very easy once you stop thinking about features and start thinking about “Do I want to move the data or not?As a data engineer, think:Query Federation = “Read remotely.”Lakeflow Connect = “Bring t...

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Nidhig631
by > Databricks MVP
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Databricks Foreign Table

Foreign Tables in Databricks are part of Lakehouse Federation and allow you to query data that lives outside Databricks without copying it into Delta tables first. Think of them as a Unity Catalog object that points to an external system.Let’s unders...

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Hubert-Dudek
by Databricks MVP
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Indexes came to Lakehouse

Lakehouse indexes allow not only to skip files during read but also, thanks to row-level tracking id to go directly to the given row and skip scanning other rows in the file. #databricks https://www.sunnydata.ai/blog/databricks-full-text-search-index...

indexes2.png
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Zakeriye
by > New Contributor
  • 305 Views
  • 2 replies
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Learning Festival - No voucher received after completing required courses

Hello,I completed all the required courses and checked the Academy portal under My Activities >> Courses.All the mentioned courses are marked as completed in green, and the completion dates fall between June 15 and July 6.Based on the instructions, I...

  • 305 Views
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Latest Reply
fernandou
New Contributor II
  • 0 kudos

Hello ,In the recent learning festival, I have completed all the 4 modules of  Apache Spark Developer learning 7 path way, but I haven't received my voucher yet.Could someone please help me check my status?Thank you!

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1 More Replies
Mizan1
by > Visitor
  • 31 Views
  • 1 replies
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😑Datafactory insists on Cluster compute BUT Databricks defaults to Serverless compute!

Hi all,#Databricks#DatafactoryI hope you are well.I have bullet pointed my situation to allow other community members to easily diagnose my problem (I want to make your lives easy as well!).I have also included screenshot of data pipeline in DataFact...

datafactory_pipeline-diagram.png publishing_pipeline_error.png databricks_compute_SQL-warehouses-redirection.png
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Latest Reply
balajij8
Contributor III
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The reason you are only seeing SQL Warehouses when clicking Compute is likely because the workspace admin has locked down interactive cluster creation. Check if you have the cluster creation entitlement. Your workspace admin can grant you the correct...

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Niyojit
by > New Contributor
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  • 1 replies
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How to load PDFs incrementally in volume?

 I'm building an Intelligent Document Processing pipeline using Databricks AI Functions (ai_parse_document and ai_extract).I want to ingest PDF files from a Google Drive folder into a Unity Catalog Volume. I can perform a full load successfully using...

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  • 1 replies
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Latest Reply
balajij8
Contributor III
  • 0 kudos

You can use the Google Drive Managed connector that does most of it primarily built for syncing structured data directly to Delta Tables or the Standard connector that allows you to use Databricks (SQL, Auto Loader, pipelines) directly against a Goog...

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Pindeonede
by > Visitor
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Generative AI training slides

I am looking for the training slides to read offline. Could someone help me?

  • 30 Views
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Tushar_Parekar
by Databricks Employee
  • 27 Views
  • 0 replies
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Announcement | Foundational context: Cross-industry & function-specific accelerators for Lakebase

Databricks is highlighting a growing set of partner-built accelerators for Lakebase that help organizations modernize operational data systems, support stateful AI applications, and deliver real-time business workflows on a governed Databricks founda...

Lakebase Ar.png
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A Pragmatic MLOps Implementation Plan on Databricks

Most teams I work with don't struggle with the AI part of MLOps. They struggle with the boring parts: getting code from a notebook into production without breaking it, knowing when a model has gone st...

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