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Community Discussions
Engage in vibrant discussions covering diverse learning topics within the Databricks Community. Explore learning resources, share insights, and collaborate with peers to enhance your skills in data engineering, machine learning, and more.
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Certifications

Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...

1119 Posts

Training offerings

Explore discussions on Databricks training programs and offerings within the Community. Get insights...

245 Posts

Get Started Discussions

Start your journey with Databricks by joining discussions on getting started guides, tutorials, and ...

2833 Posts

Activity in Community Discussions

ChiranjeeviKudu
by > New Contributor II
  • 177 Views
  • 1 replies
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How Can I Become a Databricks Partner Champion Through Technical Expertise?

Hello Databricks Community,I am actively building my technical expertise in the Databricks ecosystem and would like guidance on the roadmap to becoming a Databricks Partner Champion, with a strong focus on technical skills and hands-on implementation...

  • 177 Views
  • 1 replies
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Latest Reply
AdrianLobacz
Databricks Partner
  • 1 kudos

I’m sharing a few links where you can find some additional information. However, I should point out that this is an invitation-only program.How to Become a Databricks Solutions Architect ChampionSolutions Architect Essentials Badge - Champion Ca... -...

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weerayut
by > New Contributor II
  • 68 Views
  • 1 replies
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Issue Regarding Missing Badge on Profile: DAIS24 Attendee

Dear Databricks Community Team,I am writing to request assistance regarding a badge display issue on my profile.I received an email notification confirming that I earned the DAIS24 Attendee badge for the Data & AI Summit 2024. However, when I check m...

IMG_1189.jpeg
  • 68 Views
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Latest Reply
AdrianLobacz
Databricks Partner
  • 1 kudos

I found an old post saying that it was a mistake and that some people received this email about receiving the badge. There will probably be a solution.Solved: DAIS24 Attendee Badge - Oops - Databricks Community - 71910

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HariSankar
by > Contributor III
  • 63 Views
  • 1 replies
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Unable to Start Serverless Compute in Databricks Free Edition

Hello everyone,I am using Databricks Free Edition. I had not used my account for quite some time, and I recently logged in to start working again.When I try to start Serverless Compute, I get the following error:Cannot start serverless computeHas any...

  • 63 Views
  • 1 replies
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Latest Reply
Satyasai
New Contributor II
  • 1 kudos

Hi @HariSankar ,If you opened an old notebook or imported a notebook (DBC, HTML, or Git), then Databricks may default its serverless execution environment version to an older version (like Version 1) that isn't supported anymore on the current Server...

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User_sky
by > New Contributor
  • 61 Views
  • 0 replies
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🚀 Quest 5 Submission: Intelligent RAG Knowledge-Base & Note-Taking Workspace

Hi everyone! I am thrilled to share my final submission for Databricks AppKit Quest 5! I took the initial starter template and evolved it into a full-fledged, serverless Intelligent Knowledge-Base powered by Databricks Apps, Lakebase, and Foundation ...

  • 61 Views
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User_sky
by > New Contributor
  • 61 Views
  • 0 replies
  • 0 kudos

Databricks Quest 4-(Deploy Your First Databricks App) success story

Deployed Databricks AppKit + Lakebase: 2 Tricky Bugs & How I Solved Them!Just deployed my first full-stack Databricks App using the AppKit Lakebase (PostgreSQL) template on serverless compute!Using Gemini as an AI debugging agent via raw CLI logs in...

  • 61 Views
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ajaymittal
by > New Contributor II
  • 99 Views
  • 3 replies
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Resolution of Missing Certificates in Accredible

I have successfully completed all the required certifications and courses for the Databricks Champion Program. All the certificates and badges were issues but these certifications are not visible in my Accredible account associated with username@comp...

  • 99 Views
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Latest Reply
Islam_hoti
New Contributor II
  • 0 kudos

Hi,Sorry, that is a frustrating place to be stuck.The thing that will unblock you fastest is separating the two problems. The account merge is one issue, but the panel discussion does not actually depend on it. Every Accredible credential has its own...

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dmptiprabhakar
by > New Contributor II
  • 2093 Views
  • 3 replies
  • 1 kudos

Resolved! Request Access for Notebooks or workspaces from Databricks Community Edition

I have been a long-time user of Databricks Community Edition, where I created and maintained several notebooks for learning and experimentation.Recently, I understand that the legacy Community Edition has been migrated to the new Free Edition. Since ...

  • 2093 Views
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Latest Reply
upendra2
New Contributor
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amitsharma1707
by > Databricks Partner
  • 107 Views
  • 2 replies
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DELETE Removed the Customer Record—but Did It Remove the Data?

DELETE Removed the Customer Record—but Did It Remove the Data?A successful Delta Lake DELETE makes a record disappear from the current table version. However, it may not immediately remove that record from the underlying storage files.Imagine a ficti...

  • 107 Views
  • 2 replies
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Latest Reply
Islam_hoti
New Contributor II
  • 1 kudos

Good breakdown, and the logical versus physical distinction is the part most teams get wrong. Three gaps worth adding to that runbook.Change data feed. If it is enabled on the table, the deleted rows also exist in the _change_data directory as change...

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rxn95606
by > New Contributor
  • 44 Views
  • 0 replies
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Databricks Support -0100505- Exam Suspended because non compliance requirements set by test sponsor

@Cert-Team @Cert-TeamOPS I am writing to urgently escalate my existing support case #01005055 regarding my Databricks certification exam being suspended due to an alleged non-compliance issue.I raised the case promptly and have already followed up, b...

  • 44 Views
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Ariooo
by > New Contributor
  • 86 Views
  • 1 replies
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Are Unscored Questions Really Unscored?

I recently took two Databricks certification exams: Data Engineer Professional and, last night, Generative AI Engineer Associate.For my first exam, I was very stressed because I had no previous Databricks certification and did not fully know what to ...

  • 86 Views
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Latest Reply
sge2
New Contributor
  • 0 kudos

That means roughly 25% more questions with 0% more time.

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edward_wong
by Databricks Employee
  • 80 Views
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Databricks AppQuest - Dev kit !

I pointed Claude Code at the repository to analyze the directory structure. It identified the YAML configuration file as the key starting point, since it lacked the connection details for the database, branches, and other environment-specific setting...

  • 80 Views
  • 0 replies
  • 1 kudos
aayush1907
by > New Contributor
  • 158 Views
  • 0 replies
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Reissue Voucher

Hello Databricks Training Team,  I am writing to request assistance with reissuing a 50% certification voucher that I earned during the Databricks Advanced Learning Festival (June 15 – July 6, 2026).  I successfully completed my learning pathway and ...

  • 158 Views
  • 0 replies
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vikramraj
by > New Contributor
  • 89 Views
  • 0 replies
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Databricks Account locked Issue

Hi  TeamI am writing to raise a concern regarding continued difficulty accessing a Databricks free trial account using my company email address. This issue has persisted for an extended period and I would appreciate your assistance in resolving it. I...

  • 89 Views
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robertaryeh101
by > New Contributor
  • 54 Views
  • 0 replies
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Exploring the Databricks Application Development Ecosystem

I've been exploring the Databricks ecosystem and recently started looking more closely at Databricks Apps and Lakebase.What I find interesting is how Databricks is moving beyond data processing and analytics into application development.Lakebase prov...

  • 54 Views
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soumitradutta2
by > New Contributor II
  • 268 Views
  • 3 replies
  • 3 kudos

LLM API Returning Inconsistent Responses When Using RAG

Hi Everyone,I am Soumitra Dutta,I have an issue with LLM API and Retrieval-Augmented Generation (RAG). Sometimes the same query returns different answers even if the retrieved documents and the prompt are the same.The retrieval results are useful, bu...

  • 268 Views
  • 3 replies
  • 3 kudos
Latest Reply
linda_12
New Contributor
  • 3 kudos

Hi Soumitra,Yes, this is a common issue with RAG systems. Even with the same context and prompt, LLMs can sometimes generate different responses.A few things I would check:Keep temperature low (0–0.2) for more consistent results.Make the prompt clear...

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