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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,...

866 Posts

Training offerings

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

197 Posts

Get Started Discussions

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

2690 Posts

Activity in Community Discussions

daisy65
by > Visitor
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Resources to practice

Hello Team,I am looking for couple of useful resources to upskill myself on delta late and pyspark performance optimization on databricks. Can anyone suggest or recommend where I can get those resources?Thanks

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Advika
Databricks Employee
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Hello @daisy65! + Resources to build depth in Delta Lake and PySpark performance optimization on Databricks: https://docs.databricks.com/aws/en/delta/best-practiceshttps://docs.databricks.com/aws/en/lakehouse-architecture/performance-efficiency/best-...

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KyungjunLee
by > New Contributor II
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Request for 1,500 Training Credits for Databricks Course

 Hello! I hope you are doing well. I am writing to request your assistance in applying 1,500 training credits toward the course “Apache Spark Programming with Databricks” (Course ID: 134) available through the Databricks Customer Academy.[Link to cou...

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Advika
Databricks Employee
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Hello @KyungjunLee! Please raise a ticket with the Databricks Support team and include the details of your training credit request. They’ll be able to process it and guide you through the next steps.

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Sunnybest
by > New Contributor
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Virtual Learning Festival: 10 October - 31 October 2025

Hello,I completed the Virtual Learning Festival: 10 October - 31 October 2025 the Apache Spark learning part. However, I  have yet to receive the discount code. Can someone help investigate this please?

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Advika
Databricks Employee
  • 0 kudos

Hello @Sunnybest! All vouchers have already been distributed, so please check your spam/junk folder in case it landed there. If you still don’t see it, you can refer to this update from Jim here.As noted in the update, if you meet the criteria and st...

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prasad1122
by > Visitor
  • 38 Views
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Request to Update Name on Badge and Certification

I hope you are doing well.I recently completed the Databricks certification, and I would like to request a correction to my name on my badge and completion certificate. Please update my name as follows:Correct Name: [Raghavendra prasad M]I understand...

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Advika
Databricks Employee
  • 0 kudos

Hello @prasad1122! Please raise a ticket with the Databricks Support Team to update the name on your badge and certificate. They will be able to assist you with this request.

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Carlos-Mayo
by > New Contributor II
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Data Engineer Associate Certification - Preparation phase

Hi everyone!I’m currently preparing for the Data Engineer Associate Certification and working through the recommended courses.While going through the course "Deploy Workloads with Lakeflow Jobs," I’ve noticed that some of the lectures feel quite adva...

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stbjelcevic
Databricks Employee
  • 3 kudos

Hi @Carlos-Mayo , The Associate exam expects competency with introductory data engineering tasks, including configuring and scheduling workflows, not deep, enterprise CI/CD or advanced orchestration patterns. Have you seen the latest Associate Exam G...

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anabel0
by > Visitor
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Databricks Java SDK retrieving job task values

Greetings,I have a Job that consists of notebook tasks running python code.Some of the task set task values using dbutils.jobs.taskValues.set(key=key, value=value)as described here How do I retrieve those task values using Databricks Java SDK v0.69.0...

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Sbankar123
by > New Contributor II
  • 45 Views
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Payment got deducted

My money was deducted from my credit card, but my Databricks exam was not scheduled because of a timeout error. So I declined the payment. I have no idea what to do now. Please help. Will the money be refunded?

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olejniczaks
by > New Contributor
  • 69 Views
  • 1 replies
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Resolved! November 2025 Data Engineering Associate Syllabus update

Hello,I am preparing to take Data Engineering Associate. I was preparing on syllabus updated on July 2025 but today I can see that there is new syllabus showing "as of November 30, 2025". Today its 24 November, 2025. Can anyone confirm that if I take...

  • 69 Views
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Latest Reply
cert-ops
Databricks Employee
  • 1 kudos

Hello @olejniczaks ,  The syllabus is essentially the same with only minor terminology changes.  Thanks & Regards,@cert-ops 

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ShaneCorn
by > New Contributor III
  • 51 Views
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What are the best ways to implement transcription in podcast apps?

I am starting this discussion for everyone who can answer my query.

  • 51 Views
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Latest Reply
nayan_wylde
Esteemed Contributor
  • 1 kudos

1. Use Speech-to-Text Models via MLflowIntegrate open-source models like OpenAI Whisper, Hugging Face Wav2Vec2, or AssemblyAI API.Log the model in MLflow for versioning and reproducibility.Deploy as a Databricks Model Serving endpoint for real-time t...

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RamaSubbaReddy
by > New Contributor III
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Resolved! Missed the certification exam schedule - Reschedule is required

Hi Team, @data_help @helpdesk I have missed the certification exam schedule. I thought it is 2PM instead of 2AM. Is there a possibility this can be reschedule to today anytime or tomorrow?Thanks in advance for your comments.Regards,Rama

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Goutam
New Contributor
  • 2 kudos

Hi Team, @data_help @helpdesk @Cert-Team @Cert-TeamOPS I missed the scheduled certification exam due to an urgent and unexpected production deployment task. I had planned to attend at 12:15 AM but was unable to make it.Could you please suggest if the...

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0000abcd
by > New Contributor II
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Is there any fixed daily limit on Databricks Free?

This morning I tried to query my SQL as usual, but the workspace says "Daily limit reached" (or something else that I could not remember). I tried searching the limits on the documentation but it's nowhere to be seen. Any help?

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Advika
Databricks Employee
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Hello @0000abcd! Yes, Databricks Free Edition does have daily free usage limits, and it’s mentioned here. When you reach the daily limit, your workspace’s compute resources are temporarily blocked for the rest of the day. This typically happens to us...

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pankajmahajan
by > New Contributor
  • 147 Views
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URGENT EXCEPTION NEEDED: Mistakenly Booked Wrong Exam -TICKET No: #00772404 Support Inquiry #U5MN12

To The Databricks Certification Team, I am requesting an urgent policy exception for a mistakenly booked exam.My open support  TICKET No: #00772404 The incorrect exam is - Databricks Certified Generative AI Engineer Associate exam at 11:30 AM(IST) on...

  • 147 Views
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erikakel
New Contributor
  • 0 kudos

Hi, I had the same problem and I've seen it mentioned frequently in the forums. I believe it's due to the beginning and end times being the same for all exams. Did they resolve yours? I'm still waiting for them to contact me.

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Dorothy80Galvin
by > New Contributor II
  • 2634 Views
  • 4 replies
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How can I Resolve QB Desktop Update Error 15225?

I'm encountering QB Desktop update error 15225. What could be causing this issue, and how can I resolve it? It's disrupting my workflow, and I need a quick fix.

  • 2634 Views
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jamessmith11
New Contributor II
  • 1 kudos

If you're seeing Update Error 15225, don’t worry — it’s usually fixable. First, check that your internet connection is stable and make sure your computer’s date and time are correct. Then, open Internet Options and verify that SSL settings are turned...

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bianca_unifeye
by > New Contributor III
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Databricks One Lake

Microsoft Ignite always brings exciting updates but the real question is: what do these announcements actually mean for the business, not just for technology teams?That’s exactly what this article is about. I’m breaking down the new Databricks–OnevLa...

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Raman_Unifeye
Contributor III
  • 2 kudos

Great article @bianca_unifeye Teh move is certainly going to build and unifye the Governance bridge between Azure Databricks and OneLake.

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sakshisudame
by > New Contributor
  • 36 Views
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Not Received Voucher For Databricks Festival 2025

Hello, I have completed the course "Learning Pathway: Data Warehousing Practitioner" in given timespan but still have not received the 50% off coupon. Please look into this issue. Thank you for considerationSakshi Sudame

  • 36 Views
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Latest Reply
Advika
Databricks Employee
  • 0 kudos

Hello @sakshisudame! All vouchers have already been distributed, so please check your spam/junk folder in case it landed there. If you still don’t see it, you can refer to this update from Jim here.As noted in the update, if you meet the criteria and...

  • 0 kudos