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,...

1001 Posts

Training offerings

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

227 Posts

Get Started Discussions

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

2782 Posts

Activity in Community Discussions

Rupa0503
by > Visitor
  • 20 Views
  • 1 replies
  • 0 kudos

Schema Evolution and Schema Enforcement without Delta live Tables & Unity catalog

In Delta Lake, schema evolution with mergeSchema handles column additions perfectly — new columns get added and old rows get NULL. But when there is a data type change in the incoming data (for example, a column that was INT now coming as STRING from...

  • 20 Views
  • 1 replies
  • 0 kudos
Latest Reply
Lu_Wang_ENB_DBX
Databricks Employee
  • 0 kudos

Here are the answers to your questions: Is Delta’s restriction a design decision?Yes. In Delta, mergeSchema is mainly for schema evolution by adding columns; type changes are still controlled by schema enforcement unless the change qualifies for typ...

  • 0 kudos
tabcs
by > New Contributor
  • 83 Views
  • 2 replies
  • 2 kudos

certificação diferente entre países ?

Eu estava pesquisando certificações e entrei por um link em Inglês quando selecionei português observei que mudou o escudo, de 4 estrelas em inglês foi para 2 estrelas em português brasil.Isso tem algo a ver com a importância, dificuldade da certific...

  • 83 Views
  • 2 replies
  • 2 kudos
Latest Reply
Advika
Community Manager
  • 2 kudos

Thanks for looping me in @WiliamRosa. Olá@tabcs, Obrigado por referires isto! O crachá que é emitido tem 4 estrelas, independentemente da língua em que o exame seja realizado. Esta é uma versão anterior do crachá e vamos enviar um pedido para que sej...

  • 2 kudos
1 More Replies
Junaid412
by > New Contributor II
  • 114 Views
  • 2 replies
  • 0 kudos

Request for One Time Reschedule Missed Databricks Certification Exam

@data_help @data_help @helpdesk @Cert-Team @Cert-TeamOPS Hello Databricks Training Support Team,I hope you are doing well.I am writing regarding my Databricks Certified Data Engineer Associate exam that was scheduled for 09 May 2026 at 09:00 AM Austr...

  • 114 Views
  • 2 replies
  • 0 kudos
Latest Reply
Junaid412
New Contributor II
  • 0 kudos

Thank you so much for the reply 

  • 0 kudos
1 More Replies
viren1231
by > Visitor
  • 21 Views
  • 0 replies
  • 0 kudos

No Response to Request for Age Threshold Exception

Hello,I had submitted a request for an exception to the 18-year age threshold for Databricks certifications on these 2 pages:https://help.databricks.com/s/contact-ushttps://www.databricks.com/company/contactHowever, it’s now been around 10 days since...

  • 21 Views
  • 0 replies
  • 0 kudos
PROAC
by > New Contributor III
  • 82 Views
  • 2 replies
  • 1 kudos

Resolved! Is Databricks Genie android app not available in Databricks free edition?

Hi guys,Just wanted to ask if Databricks Genie android app is disabled or not for free edition accounts. I'm encountering the following error: {"error_description":"OAuth application with client_id: 'databricks-mobile' not available in Databricks acc...

  • 82 Views
  • 2 replies
  • 1 kudos
Latest Reply
Ashwin_DSA
Databricks Employee
  • 1 kudos

Hi @PROAC, It looks like the Genie Android app isn’t enabled for Free Edition accounts at the moment. The error specifically says the mobile OAuth app databricks-mobile isn’t available for that Databricks account, which usually means the account isn’...

  • 1 kudos
1 More Replies
pikachu89
by > New Contributor
  • 190 Views
  • 6 replies
  • 1 kudos

Is the databricks token expired?

Hi all,I set up a serverless endpoint for my agent via an S-account. This S-account is also granted access to another serverless endpoint. During the inference of my endpoint, I use the Databricks SDK to connect to the other endpoint without explicit...

  • 190 Views
  • 6 replies
  • 1 kudos
Latest Reply
amirabedhiafi
New Contributor III
  • 1 kudos

Hello !Yes ! it seems so WorkspaceClient() is not anonymous and your get_open_ai_client() uses the DBKS auth attached to that WorkspaceClient to query serving endpoints.  OpenAI client must be preconfigured with DBKS auth for the workspace client.So ...

  • 1 kudos
5 More Replies
saurabh280188
by > New Contributor
  • 111 Views
  • 3 replies
  • 1 kudos

Databricks data analyst certification

Hi guys,I am preparing for data analyst certification. Please can some help me on how to prepare? I am all over the place in terms of syllabus (what/where to read) etc. #TIA

  • 111 Views
  • 3 replies
  • 1 kudos
Latest Reply
Satyam_Patel
New Contributor II
  • 1 kudos

Preparing for the Databricks Certified Data Analyst Associate exam can feel overwhelming because it sits right at the intersection of SQL, data visualization, and lakehouse architecture.Here is a structured path to help you focus your efforts:1. Foll...

  • 1 kudos
2 More Replies
GodSpeed
by > New Contributor II
  • 3908 Views
  • 1 replies
  • 1 kudos

Seeking GitBook Alternatives for Documenting Databricks Pipelines & ML Workflows

We’re scaling our use of Databricks notebooks and ML pipelines, and keeping everything properly documented is becoming a challenge. I’ve used GitBook in past projects, but it’s starting to feel a bit clunky, especially when trying to keep markdown do...

  • 3908 Views
  • 1 replies
  • 1 kudos
Latest Reply
gbourne
Visitor
  • 1 kudos

There are are a bunch of choices for API documentation tools, especially if you are comfortable with markdown or MDX, GitHub, etc.Some to consider other than GitBook are: Mintlify, Readme, Docusaurus (self-hosted), and Jamdesk.

  • 1 kudos
benign_user
by > New Contributor
  • 1020 Views
  • 1 replies
  • 0 kudos

Github Repo for 4 modules in the Data Engineering Professional Certification

Hello everyone,  Do you know where the github repo for the new 4 modules in the Data Engineering Professional Certification is?1. Databricks Streaming and Delta Live Tables2. Databricks Data Privacy3. Databricks Performance Optimization4. Automated D...

  • 1020 Views
  • 1 replies
  • 0 kudos
Latest Reply
WiliamRosa
Databricks Partner
  • 0 kudos

Hi @benign_user,I noticed this question was never answered, so I did some diggingIt doesn’t seem like Databricks provides a single public GitHub repository containing the exact labs for all of these newer Data Engineer Professional modules.That said,...

  • 0 kudos
VALF
by Databricks Employee
  • 71 Views
  • 0 replies
  • 0 kudos

FAQ for Virtual Advanced Learning Festival: 15 June - 06 July 2026

GeneralQ: Where can I ask questions if I have questions while going through the self-paced material?The Databricks Academy Learners Group page is a forum within the Databricks Community where you can ask questions and get them answered by your fellow...

  • 71 Views
  • 0 replies
  • 0 kudos
Teja3051
by > New Contributor
  • 86 Views
  • 3 replies
  • 0 kudos

Databricks missing scheduler for scheduled jobs

Suppose a job is scheduled at 2 am but if scheduler misses it we need to get an alert message how can it be possible.we don't have centralised table monitoring and APIs for it 

  • 86 Views
  • 3 replies
  • 0 kudos
Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @Teja3051, Yes, it is possible for a scheduled run to be delayed or skipped, so I’d first recommend identifying the root cause before putting an alerting workaround in place. Common things to check are scheduler or cloud delays of a few minutes, m...

  • 0 kudos
2 More Replies
Brahmareddy
by > Esteemed Contributor
  • 92 Views
  • 1 replies
  • 2 kudos

What I’m Seeing in the Databricks World Right Now

The energy around Databricks feels different this year. It’s no longer just about faster queries or better pipelines. It’s about building intelligent systems on top of trusted data. The conversations have shifted. The expectations have shifted. Even ...

  • 92 Views
  • 1 replies
  • 2 kudos
Latest Reply
amirabedhiafi
New Contributor III
  • 2 kudos

I totally agree with you !I have always learnt by joining communities

  • 2 kudos
avn
by > New Contributor
  • 150 Views
  • 5 replies
  • 0 kudos

Share databricks certificate to the organization

I have a Databricks certificate that I obtained using my personal email address. I plan to link my certificate to my company because, if I'm not mistaken, they can upgrade their Databricks partnership tier with it. How to do that? Is it sufficient by...

  • 150 Views
  • 5 replies
  • 0 kudos
Latest Reply
avn
New Contributor
  • 0 kudos

Thank you for your confirmation @KrisJohannesen . I will try it.

  • 0 kudos
4 More Replies
Saketh30
by > New Contributor
  • 82 Views
  • 1 replies
  • 0 kudos

Transfer Certification - Previous Work Email to New Work Email

Hi Databricks Team,I've been trying to transfer my certifications from my previous employer email Id to my current employer email Id. I've opened a ticket with the partner databricks certification team and haven't heard back from them for a while. He...

  • 82 Views
  • 1 replies
  • 0 kudos
Latest Reply
KrisJohannesen
Contributor
  • 0 kudos

Take a look at this thread - it provides all the details you need including the escalation pathhttps://community.databricks.com/t5/certifications/transfer-my-existing-profile-with-certifications-to-a-different/td-p/147890

  • 0 kudos
VIshaganGugan07
by > New Contributor
  • 59 Views
  • 0 replies
  • 0 kudos

Request for Rescheduling Databricks Certification Exam

Dear @Cert-Team I hope you are doing well.I am writing regarding my Databricks certification exam that was scheduled for May 3rd. Unfortunately, I was unable to attend the exam, and it has now expired.I sincerely apologize for missing the appointment...

  • 59 Views
  • 0 replies
  • 0 kudos