cancel
Showing results for 
Search instead for 
Did you mean: 
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.
cancel
Showing results for 
Search instead for 
Did you mean: 

Browse the Community

Certifications

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

1095 Posts

Training offerings

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

244 Posts

Get Started Discussions

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

2814 Posts

Activity in Community Discussions

Salam7
by > New Contributor II
  • 184 Views
  • 3 replies
  • 0 kudos

Ticket Escalation: Request for Certificate & Webassessor Name Correction (Case #00980951)

Hi Certifications Team,I am writing to request an internal escalation for my support ticket, which has been open since August 1, 2026 without a resolution.Case Number: #00980951Issue: I need a Webassessor name correction to properly align with my leg...

  • 184 Views
  • 3 replies
  • 0 kudos
Latest Reply
Salam7
New Contributor II
  • 0 kudos

@Sumit_7,I previously attempted to resolve the issue with WebAssessor, but I was unable to find a solution. I have included the message from their help center below. I am now seeking your guidance to assist me with correcting my certificate and Webas...

  • 0 kudos
2 More Replies
sghosh97
by > New Contributor
  • 45 Views
  • 1 replies
  • 0 kudos

Request for Name Correction on Databricks Certification

Dear Databricks Certification Support Team, I recently completed my certification and noticed that my name is incorrectly displayed on my Databricks certification. I would like to request a correction so that my certification records accurately refle...

Certifications
@databrickssupportteam
  • 45 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

@sghosh97 First do correct you name on all the databricks and webassessor platforms as per your official record. Next raise a support item, clearly stating the issue and the resolution along with the assets required.

  • 0 kudos
GustavoRaniery
by > New Contributor
  • 66 Views
  • 1 replies
  • 0 kudos

Difference in exam content between the PT-BR and English versions - Databricks Certified Data Engine

I was researching the content covered in the Databricks Certified Data Engineer Associate exam on the Portuguese-language page; is there actually a difference in content currently? If so, what are the recommended courses on the training platform for ...

  • 66 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

Hi @GustavoRaniery ,The Portuguese page doesn't seem to be updated. I had recently cleared the exam and assure the English one is more and aligned with the current standards.

  • 0 kudos
EllieFarrell
by > New Contributor III
  • 1892 Views
  • 4 replies
  • 5 kudos

Resolved! Unexpected Script Execution Differences on databricks.com vs Mobile-Triggered Runtimes

I’m noticing some unusual inconsistencies in how scripts execute on databricks.com compared to when the same workflow is triggered through a mobile-based API. On Databricks, the script runs perfectly when executed directly inside a cluster notebook. ...

  • 1892 Views
  • 4 replies
  • 5 kudos
Latest Reply
jamshgr
New Contributor
  • 5 kudos

The difference is likely related to the execution context rather than the script itself. I’d compare environment variables, cluster/session initialization, dependency versions, and timing between notebook and API-triggered runs. Logging timestamps an...

  • 5 kudos
3 More Replies
varun_babu
by > New Contributor II
  • 310 Views
  • 6 replies
  • 5 kudos

Support Ticket Unanswered – Reschedule Issue Due to Delayed Support Response

I am looking for assistance or escalation regarding an open support request (Ticket #00977505) that has gone unanswered for nearly a week.Here is a brief summary of the timeline and issue:July 28, 2026: I submitted a High Priority support ticket beca...

download.png
  • 310 Views
  • 6 replies
  • 5 kudos
Latest Reply
varun_babu
New Contributor II
  • 5 kudos

@Sumit_7 @Advika Thanks for your support. I wanted to provide an update on where things stand with my support ticket (#00977505Support Response: Databricks Support just replied stating that they are unable to issue a replacement voucher or refund, ci...

  • 5 kudos
5 More Replies
data_lover
by > New Contributor
  • 79 Views
  • 0 replies
  • 0 kudos

Excel Add-in Regression - Sign-in opens external browser window instead of embedding in task pane, r

Issue: The Databricks Excel Add-in launches authentication in an external browser window rather than within the Excel task pane. The Unity Catalog does display in the external browser window, but after sign-in, Excel remains stuck spinning/loading in...

Get Started Discussions
databricks excel add in
  • 79 Views
  • 0 replies
  • 0 kudos
javierGarcia
by > New Contributor II
  • 119 Views
  • 2 replies
  • 2 kudos

Resolved! Can I use a corporate voucher on my personal Databricks account? (Plus: discount type & expiry)

Hi Databricks Community,I received a certification voucher sent to my corporate email address, and I have a few questions I couldn't find clear answers to in the public docs. I was hoping someone here could help clarify:Can I use this voucher on my p...

  • 119 Views
  • 2 replies
  • 2 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @javierGarcia ,1. Yes 2. If you company is a partner company and it's your first attempt then the voucher should give you 50% discount. If you already have cert and you need to renew it then this will be for free for partners3. Usually it's valid ...

  • 2 kudos
1 More Replies
DPatil
by > New Contributor III
  • 459 Views
  • 3 replies
  • 2 kudos

Resolved! Has anyone prototyped Databricks Lakebase or deployed it in a production environment?

Has anyone prototyped Databricks Lakebase or deployed it in a production environment? I'd be interested in hearing about your experience, including any lessons learned, performance observations, or challenges you encountered.I’ve spent quite a bit of...

  • 459 Views
  • 3 replies
  • 2 kudos
Latest Reply
DPatil
New Contributor III
  • 2 kudos

-->Every enterprise runs two database worlds: Postgres/Oracle for transactions, and a Lakehouse for analytics traditionally connected by a fragile CDC pipeline. -->Databricks now runs your transactions AND your analytics on one platform, one governed...

  • 2 kudos
2 More Replies
Niyojit
by > Databricks Partner
  • 270 Views
  • 1 replies
  • 1 kudos

Resolved! Databricks Delivery expert badge

Hi Team,I recently learned that there are Delivery Expert badges available, and I'm interested in earning them. Could someone please guide me on where I can find the information or links to get started?Thanks in advance!

  • 270 Views
  • 1 replies
  • 1 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 1 kudos

@Niyojit Delivery Expert Program is Partner only exclusive. If your organisation is one, login the Partner Dashboard and you'll find it there.

  • 1 kudos
JohanVM
by > New Contributor
  • 145 Views
  • 1 replies
  • 0 kudos

Haven't received a project expert badge

I recently completed the Data Governance & Security learning plan, and one prerequisite is having the Data Engineer Associate certification. I recently renewed it, but I still haven't gotten a project expert badge for this learning plan.

  • 145 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

@JohanVM Please check at https://www.credential.net/. Sometimes its added in the wallet but no email.

  • 0 kudos
woodymo
by > New Contributor
  • 177 Views
  • 1 replies
  • 0 kudos

today is Aug 7th, are there databricks certificate exam vouchers available?

I have used the databricks for long time, I have finished databricks online trainings, I want to take a exam. 

  • 177 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

@woodymo Vouchers are distributed to the eligible participants after the Learning Festival. Lookout for the next one in October. Or if your organisation is a partner of Databricks, then check with your admin.

  • 0 kudos
Rutu_Patil
by > New Contributor
  • 163 Views
  • 1 replies
  • 1 kudos

Wrong Exam Selection – Request to Change from Data Analyst Associate to Data Engineer Associate

Hi Databricks Team,I recently scheduled my certification exam for 16 August 2026. Unfortunately, due to a mistake while booking the exam, I selected the Databricks Certified Data Analyst Associate instead of the Databricks Certified Data Engineer Ass...

  • 163 Views
  • 1 replies
  • 1 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 1 kudos

@Rutu_Patil Please raise a support ticket at https://help.databricks.com/s/contact-us 

  • 1 kudos
RohithChippa
by > New Contributor III
  • 6508 Views
  • 8 replies
  • 1 kudos

Resolved! Databricks cleanroom functionality and billing

I'm new to Databricks and have been tasked with exploring Databricks Clean Rooms. I'm a bit confused about how billing works for Clean Rooms and their overall functionality. Specifically, I'm curious about the following:Environment Hosting: Are Clean...

  • 6508 Views
  • 8 replies
  • 1 kudos
Latest Reply
kabeerthockchom
Databricks Employee
  • 1 kudos

Databricks no longer charges a per-collaborator fee for Clean Rooms as of Jan 2026. The earlier replies in this thread that reference a per-collaborator daily charge are outdated and should not be used for current billing decisions. Lower cost: No mo...

  • 1 kudos
7 More Replies
pj-celebal-tech
by > New Contributor
  • 344 Views
  • 2 replies
  • 1 kudos

Best Practices and Questions for Configuring High QPS AI Search Endpoints in Databricks

Hello Databricks Community,I am exploring the configuration and scaling of high QPS (Queries Per Second) endpoints for Databricks AI Search, as described in the official documentation. I have several questions and would appreciate insights from anyon...

  • 344 Views
  • 2 replies
  • 1 kudos
Latest Reply
Brodybenson
New Contributor
  • 1 kudos

For high-QPS AI Search endpoints in Databricks, I’d start by separating the problem into latency, throughput, scaling, and cost. Make sure you know your target QPS, acceptable p95/p99 latency, query size, embedding/model latency, and whether traffic ...

  • 1 kudos
1 More Replies
Cert-Team
by Databricks Employee
  • 158703 Views
  • 239 replies
  • 24 kudos

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...

  • 158703 Views
  • 239 replies
  • 24 kudos
Latest Reply
SiddharthPorwal
New Contributor
  • 24 kudos

Hi @Cert-Team and @cert-ops I am seeking help regarding an issue I faced with my Databricks Certified Data Engineer Associate certification exam and would appreciate any guidance or assistance from the Databricks team. I had scheduled my exam for 2nd...

  • 24 kudos
238 More Replies