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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,...

1132 Posts

Training offerings

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

247 Posts

Get Started Discussions

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

2849 Posts

Activity in Community Discussions

abc8
by > • New Contributor
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Courses still showing as in progress

Team ,I have completed all the lessons in My Learning Path way ,But the courses still showing as "In progress"Instead of "Completed "I have gone through all the course content and tried reopening the lessons and refreshing the page but the status hav...

  • 16 Views
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ArshveerSingh78
by > • New Contributor II
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  • 7 replies
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Resolved! Certification Coupons

I’m planning to take the Databricks Data Engineer Associate certification and wanted to check if there are any official discounts, student offers, or promotional coupons available to reduce the exam fee.As managing certification costs is important fo...

  • 5090 Views
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Latest Reply
Kavipriya25
New Contributor II
  • 6 kudos

HI @Advika ,TO REGISTER FOR THE 50% DISCOUNT SHOULD I CHECK WHETHER ITS COMMUNITY LOGIN/ACADEMY LOGIN IF YES PLS TELL ME HOW TO FIND IN OUR PROFILE THANK YOU VERY MUCH KINDLY DO REPLY REGARDS,KAVI

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Khasim_1
by > • New Contributor III
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Balancing Model Agility and Centralized Governance with Mosaic AI Gateway

Hi everyone,I’m currently evaluating the role of the AI Gateway in a Medallion Architecture implementation. While the ability to centralize rate limiting and credential management is a clear win for production stability, I’m interested in how others ...

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Louis_Frolio
Databricks Employee
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Hello @Khasim_1 , I took a look at both internal and external documentation and here is what I found. Building on @robert28hull's point, I'd treat the gateway as the default path for dev, test, and production rather than a production-only gate. What ...

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RodrigoSilva
by > • New Contributor
  • 115 Views
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Accidentally removed the only workspace admin – Free Edition

Hello Databricks Team,I accidentally removed my own user account from the admins group in my Databricks Free Edition workspace.I was the only administrator, and I can no longer access the Identity and Access settings.My account still has access to th...

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Louis_Frolio
Databricks Employee
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Hi @RodrigoSilva, I did some digging and here is what I found. In a regular Databricks account this is a quick fix: an account admin opens the account console and hands the workspace admin role back. Free Edition doesn't have an account console or ac...

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sshekar
by > • Visitor
  • 39 Views
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Your exam is being suspended for non-compliance with requirement set by test sponsor

My exam was suspended before I could even start it. I submitted a support ticket that stated I would receive a response within 24–48 hours, but it has now been over 96 hours. I also replied directly to the ticket confirmation email, but I still haven...

  • 39 Views
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Neelimaj
by > • New Contributor
  • 426 Views
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Resolved! completed modules but didn't receive coupon

Hi @DataBricks,Could you please check i didn't receive any coupon but i completed the modules and all.Please confirm what could be the reason and when i can get the coupon to complete the certification.Regards,Neelima Jolam

  • 426 Views
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Latest Reply
Kudzie
New Contributor II
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I have maxed out my Data Engineering path (all at 100%) and I am still waiting for the coupon.Do you happen to know the email address for the Databricks team perhaps?

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arthurfr23
by > • New Contributor II
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  • 1 replies
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Configuring Genie: practical steps for more reliable answers

I published a hands-on guide to preparing and testing a Genie Agent, using a small sales dataset with known resultsA few practices covered:Define table grain and relationships to avoid inflated totals after joins.Document metric definitions, currenci...

  • 103 Views
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Latest Reply
Khasim_1
New Contributor III
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Great guide, Arthur! I particularly agree with your point on defining table grain and relationships—those are often the silent killers of 'Genie' accuracy, especially when joins inflate totals. In my current work with complex medallion architectures,...

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Aminsn
by > • New Contributor III
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Jobs suddenly stopped running with no errors

I have had a few jobs scheduled to run daily since last year. There were no problems for the first 10 months, but on 31 August 2026, the jobs suddenly stopped running, with no errors or messages indicating the cause.I rescheduled the jobs, and they s...

  • 87 Views
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Latest Reply
ThomazNeto
Databricks Partner
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Hi Aminsn,I understand the frustration, but "stopped with no errors" is a useful clue. When a job fails, you see red runs. When nothing appears at all, the scheduler didn't try, which usually means the trigger was paused or the run was skipped before...

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HariSankar
by > • Contributor III
  • 379 Views
  • 3 replies
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Resolved! 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...

  • 379 Views
  • 3 replies
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 3 kudos

Hi @HariSankar, Welcome back to Databricks!  Here are some options to help you work through this.  Firstly, check whether you are on the Free Edition or the old Databricks Free Edition. This is the most common cause of this exact error. The legacy Co...

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srikanthp24
by > • New Contributor III
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About the Free Voucher

Hello Guys,I am planning to give the Databricks Certified Data Engineer Associate certification exam. Does databricks offering any free vouchers or Discount on the fee. If anybody has any idea to get these guide me to get it.Regards,Srikanth  

  • 189 Views
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Latest Reply
anshul2528
Contributor II
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Hey @srikanthp24 !Taking the Data Engineer Associate certification is an awesome goal!To help with the exam cost, Databricks is running a Learning Festival right now that offers a 50% discount on certifications. You can find all the information on ho...

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Fernando_Henry
by > • New Contributor
  • 129 Views
  • 1 replies
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Did not get bedge of the course "Databricks Foundamentals"

"Hey, guys!I recently finished the Databricks Fundamentals course. It has been more than 48 hours and I haven't received the badge or the course certification yet (I've already checked on Accredible). Could you help me with this situation, please?"

  • 129 Views
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Latest Reply
anshul2528
Contributor II
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Hi @Fernando_Henry !If you haven't received your badge yet, I recommend signing up directly at Databricks Academy and completing the course and assessment quiz there.Specifically, to earn the Databricks Fundamentals badge, you will need to complete:D...

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madhusoodhan
by > • New Contributor
  • 137 Views
  • 1 replies
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My Databricks Certification exam suspended randomly

Hi Databricks Team @Cert-Team @Cert-TeamOPS @Cert-Bricks ,I’m posting here because I would really appreciate an official response or guidance regarding my certification exam suspension.My Databricks certification exam was suspended before I was able ...

  • 137 Views
  • 1 replies
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Latest Reply
Cert-Team
Databricks Employee
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@madhusoodhan  Please submit a support ticket through the Databricks Help Center:https://help.databricks.com/s/contact-us?ReqType=trainingWhen submitting your request, please include: Your username/account emailThe name of the exam that was suspended...

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Cleberz
by > • New Contributor II
  • 2821 Views
  • 6 replies
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Resolved! Request for 50% Certification Voucher Discount

Hello,I hope you are doing well.I have completed the following courses, which were advertised as eligible for a 50% discount on the certification exam voucher:AI/BI for Data AnalystsSQL Analytics on DatabricksBoth courses are marked as completed in m...

  • 2821 Views
  • 6 replies
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Latest Reply
SohamMukherjee
New Contributor II
  • 3 kudos

Hello,My Coupon expires 2nd of May. I am not fully prepared to take the exam. Is there any way the expiry can be extended by a week?Thanks

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Brahmareddy
by > • Esteemed Contributor II
  • 114 Views
  • 2 replies
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From Databricks POCs to Building a Data + AI Community

Over the last few years, I have spent a lot of time experimenting with one question: How do we turn Data + AI capabilities into applications people actually want to use?That curiosity led me to build multiple POCs and applications using Databricks + ...

  • 114 Views
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  • 1 kudos
Latest Reply
ThomazNeto
Databricks Partner
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Congrats on the Lovable role, Brahma, well deserved. Your POC posts are some of the few I actually go back to.Since you asked what would make it useful, here's my take after a lot of POCs that never made it to production: the gap isn't ideas or tutor...

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danielagiu
by > • New Contributor
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  • 1 replies
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Demo Material: Building and Orchestrating an Agentic App - AI Agent Fundamentals Plan

Good morning, I took the course AI Agent Fundamentals Plan. I followed the Demo Building and Orchestrating an Agentic App but I don't know where to find the notebook in order to reproduce all the steps.Can someone tell me how to find it, please?Thank...

  • 78 Views
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Latest Reply
ThomazNeto
Databricks Partner
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Hi Daniela,Unfortunately the notebook isn't shipped with that course. The self-paced version of AI Agent Fundamentals is lectures plus demos. The catalog page has no Lab tag, and a Community Manager confirmed in another thread that "lab materials are...

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