Certifications
Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...
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Activity in Community Discussions
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Databricks Free Edition – HTTP 400 "Unable to determine workspace context" (browser and CLI)
Hi everyone!I'm having trouble accessing my Databricks Free Edition workspace on AWS, and I'm hoping someone here might have experienced something similarThe workspace was working normally on October 29, 2026, until approximately 20:45 UTC. I had suc...
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Hi @luisconcha ,Thank you for your patience and for leaving the workspace as it is while this was looked into.I want to be clear about where this stands. Free Edition has no support plan or recovery guarantee, so I can't promise that the original wor...
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Databricks Learning Festival – Certificate Voucher Not Received | Case #01058205
Dear Jim Anderson,I hope you are doing well.I am reaching out regarding my participation in the Databricks Learning Festival. I successfully completed the course; however, I have not yet received the certificate voucher associated with the course com...
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- 180320 Views
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Resolved! Databricks Certification Exam Suspended? Our Support Team Can Help
Taking exams is so stressful already, and if your exam gets suspended it is extra stressful. Don't worry! Our support team is awesome and will help you get back on track. The most important step is to file a ticket in our Help Center. Be sure to inc...
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Hello @Cert-Team @cert-ops,My exam was suspended during the initial checks, before the exam started.I submitted an appeal (#01053519) on 23 October after my original request (#01052483) was closed. It has been a week since my scheduled exam, and I ha...
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Best approach and tools for migrating from Oracle to Databricks?
Hey everyone,We're planning to migrate our data warehouse from Oracle to Databricks. We have a mix of standard tables and a good amount of legacy PL/SQL code to deal with.What is the best way to approach this migration? specifically:1) How do you usu...
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For converting legacy PL/SQL, begin with Genie Migrate (agentic SQL converter). It supports the Oracle dialect and outputs either Databricks SQL or notebooks using the DataFrame API, while iteratively validating and fixing the converted code before w...
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- 307 Views
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Missing 50% Databricks Voucher - Advanced Learning Festival (Generative AI Track)
Dear @Jim_Anderson and Cert-Team,I hope you are doing well.I am reaching out regarding my participation in the Advanced Learning Festival. I successfully completed the Generative AI Engineering Pathway (Learning Plan ID: LP-P0W9X0) back on September...
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- 303 Views
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eMudhra CA key leak: Databricks LTS runtimes still trust the affected root.
Background. In October 2026, eight eMudhra intermediate CA keys turned out to be recoverable from their public certificates. Browsers blocked them within days. Non-browser clients that carry their own trust store keep trusting the chain until that st...
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Thanks. I reached mainly the same conclusion looking at it a few days ago. I wonder if databricks is going to update serverless runtime versions regarding affected packages and python versions. That would be my preferred solution and make everyone sa...
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Document Parsing - Use Cases
Dear Databricker'sWhat are some of the most common use cases you have used Document Parsing in Databricks? How is the success rate measured in the same? What are some of the lessons learnt?
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Hi @suryaprayaga,Good question, and it's a nice change from the usual "how do I" threads. Here are the use cases that come up most often, plus a simple way to put numbers on it.Common use casesInvoices, receipts and purchase orders. Parse with ai_par...
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- 55664 Views
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Resolved! Databricks exam got suspended. Need urgent help
Hello Team, I faced multiple interruptions and challenges while attempting my certification, The exam got paused 4 times where twice I had to show my desk and my entire room. Eventually my exam got suspended. I was not involved in any unfair means an...
- 55664 Views
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Hi @saifkhan11 Sorry to hear you got suspended. The support team handles these cases (not handled here in community for privacy reasons). Please allow the support team 24-48 hours to respond to your request.
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Requesting voucher as part of databricks leaning festival Sept-Oct 2026
Dear Databricks Community Admin @Jim AndersonI hope you are doing well.Request regarding the 50% certification coupon for the recent learning event which I had completed the learning pathsIt was mentioned that the coupon would be shared on 19th Octob...
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Hi @anshul2528 I saw your reply in another query regarding the 50% voucher question. I also did not receive it till now. I finished the Data Engineering Pathway. Could you kindly look into it and make sure that I get the voucher as soon as possible...
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Built my AngelHack Quest 4 App with Databricks Apps + Lakebase
Hello Databricks Community! I am participating in AngelHack x Databricks Quest 4. I have built a simple dashboard app using Databricks Apps and Lakebase Postgres. My app stores user feedback in Lakebase and shows analytics. It was amazing how easy i...
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- 368 Views
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Data Engineer Associate exam expired after proctor rescheduled me to a date I couldn’t make.
Hi @Cert-Team @Cert-TeamOPS,I’m hoping someone on the Certification team can take a look at my case, because I’ve gone between Kryterion and Databricks support and the tickets keep getting closed.On Oct 13 my internet dropped during my Data Engineer ...
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Hello @TastefullyJade,Thank you for filing a ticket with our support team, support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community. Thanks & Regards,@cert-ops
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Resolved! Dashboard embed: dashboard id is missing in token claim
We're trying to embed a dashboard following the example at https://learn.microsoft.com/en-us/azure/databricks/dashboards/embedding/external-embed#step-4-use-the-example-app-to-authenticate-and-generate-tokens The embed is displayed but with an error ...
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When I pass multiple filters using "external_value" while embedding the Databricks dashboard, I encounter an error stating that the dashboard ID is missing. For example, passing a single filter works fine, but when I pass multiple filter values (such...
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Quest 4 Completed – Building and Deploying My First Databricks App with Lakebase
I have successfully completed Quest 4 by building and deploying a Todo application using Databricks Apps, AppKit, and Lakebase PostgreSQL.The application supports creating, editing, and deleting Todo items, with data persistence across page refreshes...
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Great work congrats
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- 239 Views
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English Is Becoming a Powerful Programming Language in Databricks!
I have been working with Python, PySpark, and SQL for years. But recently, while experimenting with Databricks Genie Code, I had a moment where I thought, "Are we entering a world where simple English becomes one of the most powerful programming lang...
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- 184 Views
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DevOps Fundamentals: 11 - Performing Integration Tests: Replace bronze with silver
ingest-bronze-silver_sdp.pyChange {"quality": "bronze"} to {"quality": "silver"} ###################################################################################### B. Silver Table ##################################################################...
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Hello @Daniel_B Good catch! The health_silver() definition should use table_properties={"quality": "silver"} to keep the table metadata consistent with the intended medallion layer.It would also be useful to include an integration-test assertion that...
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