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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,...

1006 Posts

Training offerings

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

228 Posts

Get Started Discussions

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

2781 Posts

Activity in Community Discussions

Rajashekar_N
by > Visitor
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Certification not recieved after 48 hpours

Dear Databricks Support Team,I recently completed the Databricks Data Engineering Professional certification exam and have not yet received my certification. Please check the attachment. Could you please check on the status and let me know when I can...

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mrdoctor
by > Visitor
  • 54 Views
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Mistake in a Practice Quiz Question

I have noticed a mistake in question 5 of the quiz in the Quiz - Stream Processing and Analysis with Apache Spark E-learning (self-paced) which is a part of the Apache Spark Developer Learning Plan on Databricks Academy.The question is:Which method i...

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slayyygirl25200
by > New Contributor
  • 84 Views
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Resolved! Looking for exam voucher help or financial aid for Databricks Certified Data Engineer Professional

Hi Databricks Community,My name is Ragini, a fresher AI/ML developer from Vadodara, India.I worked as an intern at an AI company where I used Databricks daily — building AI agents, data transformation pipelines, and working with PySpark and LangChain...

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Latest Reply
balajij8
Contributor III
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You can check for the upcoming Learning Festivals for discount vouchers in June-August or October-November. You can check the upcoming learning events here

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Rupa0503
by > New Contributor
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Incremental Load Without any keys

so am performing incremental load where i want to insert or update data but there are no date columns or any keys how can i do the incremental load from silver to gold layer

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balajij8
Contributor III
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@Rupa0503 You can follow belowKey Hashing & Merge - You can create a synthetic key by concatenating all data columns in a row and applying a hashing algorithm (MD5 or SHA-2) within the Silver layer. The hash acts as a unique fingerprint for that exac...

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viren1231
by > New Contributor
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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...

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Latest Reply
Sumit_7
Honored Contributor III
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@viren1231 Amazing to see such young aware folks. It was new to know that age limit restrictions are on the exam.I would suggest you to take on the free resources and accreditations.Building is more important than certis ~ your work will speak louder...

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VIshaganGugan07
by > New Contributor
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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...

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Latest Reply
Sumit_7
Honored Contributor III
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@VIshaganGugan07 Please raise a support ticket at https://help.databricks.com/s/contact-usHope it gets resolved.

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genz
by > New Contributor III
  • 88 Views
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Resolved! What happens if WiFi drops during the Databricks Certification exam?

 Hi Databricks Community,I am preparing for the Databricks Certified Data Engineer Associate exam and had a concern I couldn't find a clear answer to.What happens if my internet/WiFi connection drops in the middle of the exam? Specifically:- Does the...

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Sumit_7
Honored Contributor III
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@genz --~ Timer only counts for continued exam~ Answers are saved, no loss~ Not if happens once, when frequent they may ask questions~ Yes, the LockDown browser check for connection~ Get a chance to restart again, check with your invigilator

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rishubjha
by > New Contributor
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Did not Receive Dtabricks Profeesonal Data Engineer Certificate

Hello Team,I had my exam on May 15th for the Dtabricks Certified Professional Data Engineer Certificate and passed it, but I have yet to receive the certificate.

  • 86 Views
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Latest Reply
Sumit_7
Honored Contributor III
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@rishubjha Takes 48 hours as mentioned in the email. Posting in community won't help.If not received before the given time, then raise a support ticket.

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medapriya26
by > New Contributor II
  • 86 Views
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How to get certification voucher

Hi Team,Could you please help me how to get Certification voucher . Thanks in advance   

  • 86 Views
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Latest Reply
Sumit_7
Honored Contributor III
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@medapriya26 - Learning festivals provide a chance to get vouchers. Next one will be help in July and then Oct. Once every quarter, until stay tuned.

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VALF
by Databricks Employee
  • 197 Views
  • 1 replies
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FAQ for Virtual Advanced Learning Festival: 15 June - 06 July 2026

General Q: 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 fell...

  • 197 Views
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dbs528
New Contributor
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looks like this is is not uptodate valid exam end date is showing 08 July 2026 it shoud be in 6ct 2026  

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AshishMehta
by > New Contributor
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Databricks Community Edition Not working

Hello,Is the Databricks Community Edition working, as I am getting error every time and after enter my mail id for login and enter the pass-code, it again load the Sign-In page again and i have tried with multiple browsers as well.Can anyone help giv...

  • 1562 Views
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kgnew21
New Contributor II
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Hi, were you able to solve this issue? I am facing same issue, 

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123mishrachan
by > New Contributor
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Notebook load failed

Hi Everyone, I am facing issue in loading the Notebook, also on top of it. Some of the other application are also not loading. I am attaching the image for it. Please see if anyone can help on it.  

  • 140 Views
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Latest Reply
123mishrachan
New Contributor
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Thanks for your help here. 

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anhbn2707
by > New Contributor
  • 136 Views
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Add comment to multi columns with views

With Table, I can add comment to multi columns by using: ALTER TABLE your_table_name ALTER COLUMN col1 COMMENT 'comment1', col2 COMMENT 'comment2', col3 COMMENT 'comment3';How can I do with views?

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Lu_Wang_ENB_DBX
Databricks Employee
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For views, there isn’t a single multi-column ALTER VIEW ... ALTER COLUMN col1 ..., col2 ... form. Update each column one at a time instead. Databricks supports column comments on views, and newer runtimes/SQL warehouses use COMMENT ON COLUMN; older f...

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Saketh30
by > New Contributor
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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...

  • 189 Views
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Latest Reply
pradeep_singh
Contributor III
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What i did . Added my company email id to accredible site and made that as my primary email id . if that doesn't resolve the issue send email to certificates@accredible.com and support@accredible.com . it should  solve the problem

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Rupa0503
by > New Contributor
  • 241 Views
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Resolved! 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...

  • 241 Views
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Latest Reply
Lu_Wang_ENB_DBX
Databricks Employee
  • 1 kudos

Yes — defining the schema manually for production is okay when you are not using Auto Loader. With a manually provided schema, you should expect stricter enforcement: Delta will not automatically absorb non-widening type changes like INT -> STRING in...

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