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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,...

992 Posts

Training offerings

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

226 Posts

Get Started Discussions

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

2779 Posts

Activity in Community Discussions

BaluNagesh
by > New Contributor
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Regarding Databricks Certification

I received the coupon during APAC Festival,due date is till MAY 02 2026, but i am trying to use that  since April 29th but i am getting error as invalid coupon, please assist me regarding this , i prepared and ready to take exam but stuck with this c...

  • 44 Views
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asif7085
New Contributor II
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Same issue with me. not able to use the vochers

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LeonardoGomes
by > New Contributor II
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Exam Passed on April 21st but Certification Still Missing

Hello everyone,I’m reaching out to see if a moderator or community member can help me with a certification delay.I passed the Databricks Certified Data Engineer Associate exam on April 21st. Although it’s been several business days, I haven't receive...

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LeonardoGomes
New Contributor II
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Hello again,I’m following up on my previous message regarding the email error in my Webassessor profile.I have already updated my contact information and replied to the support ticket, but I haven't received a response yet. Could you please help me c...

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wisyani
by > Visitor
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Need access to "Databricks Workspace Walkthrough" Folder

In the course that I'm taking on Databricks Fundamentals (https://www.databricks.com/training/catalog/databricks-fundamentals-2206?itm_source=www&itm_category=training&itm_page=catalog&itm_location=body&itm_component=general-asset-card&itm_offer=data...

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habiledata
by > New Contributor II
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Resolved! Why Data Annotation Is Important for Machine Learning and AI

Why Data Annotation Matters in Machine Learning & AIData annotation is the process of labeling raw data (text, images, audio) so ML models can understand and learn from it. Without it, even the most advanced models won’t perform well.Why it’s importa...

  • 61 Views
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Sumit_7
Honored Contributor III
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@habiledata Good summary.

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AbhiDataSavvy
by > New Contributor III
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Free Practice Exam for Databricks Data Engineer Associate — 45 Questions, 7 Domains, Detailed

Hi everyone,The most common question we see in this community every week is some version of "How do I know if I am ready for the exam before spending $200?"We built a free practice exam to answer that question.What it includes45 scenario-based questi...

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Sumit_7
Honored Contributor III
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Great job @AbhiDataSavvy 

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LivinVincent
by > New Contributor III
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Thank you for participating in the Databricks Virtual Learning Festival! As of February 2, 2026

Please to inform, I had received the voucher as of February 2nd, 2026, cycle, but it says invalid while booking for certification. please to inform I haven't used to voucher at all.Please any one can assist.Regards,Livin vincent

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Sumit_7
Honored Contributor III
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@LivinVincent Most probably, it's expired. Though I see the date is May 2, now we're past that.DM me, will share a voucher to you.

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genz
by > New Contributor II
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Guidance Needed – Exam Launch Process & Precautions (Kryterion)

Hi all,  Hi everyone, I’m planning to appear for an exam via Kryterion and wanted to understand the process and precautions involved. Specifically, I’m looking for insights on:1. What happens after clicking the “Launch” button?What are the steps befo...

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Sumit_7
Honored Contributor III
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@genz Please find the below guides covering all your questions:- Technical Requirements: https://kryterion.my.site.com/support/s/article/Online-Testing-Requirements?language=en_US- System Check: https://www.kryterion.com/systemcheck/

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Andrew_I
by > New Contributor
  • 197 Views
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$200 per year lab subscription

What is the point of only having the lab subscription? You can only access the labs if you have the instructor led courses? This does not make sense to me? What are you paying for? 

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balajij8
Contributor III
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You can use Databricks Free Edition serverless available at no cost for learning with few limitations. More details hereFree edition may not be used for Commercial purposes.

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Phani1
by > Databricks MVP
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Archival Strategy for Delta tables

 Hi Team, We would like to define the archival strategy for data. Could you please share best practices /guide me on the below are the 3 use cases Case-1: On-Prem SQL and Oracle Data which is more than 20 years and they wanted to bring them into clou...

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-werners-
Esteemed Contributor III
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case 1: I'd extract the data from the db to a data lake (cold storage if that is possible, that is cheaper) using an ETL tool like Data Factory, Glue etc.  Then the archiving can take place.  Perhaps also create a backup of the data on a 2nd data lak...

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LivinVincent
by > New Contributor III
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Thank you for participating in the Databricks Virtual Learning Festival! February 2026

@Jim_Anderson As per January Festival session , I had received the voucher and was about to book the exam. however it says now invalid , but for sure time is till May 2nd ,2026Also I had not used this voucher before also. kindly assist the same  

  • 115 Views
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dataplay
New Contributor II
  • 3 kudos

I have same issue. 

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rish033147
by > New Contributor
  • 104 Views
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not able to access "Compute"

when i click on Compute it redirects me to the SQL warehouse section. Why is that happening? I believe i have the enterprise plan with pay as you go enabled.

  • 104 Views
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Ashwin_DSA
Databricks Employee
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Hi @rish033147, Are you sure you are using a paid workspace? Asking that because this is an expected behaviour in the Free/Community (Free Edition) workspace. In Free Edition.. you don’t get access to the full Clusters / Compute UI or classic/all-...

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PROAC
by > New Contributor II
  • 208 Views
  • 2 replies
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Resolved! Possible degradation of Genie agentic capabilities in Databricks Free Edition this week?

Hi Everyone,Has anyone else noticed a degradation in the capabilities of Genie in the Databricks Free Edition over the past week?About a week ago, I was successfully using Genie in an agentic way, it was able to generate code, create pipelines, and b...

  • 208 Views
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Ashwin_DSA
Databricks Employee
  • 1 kudos

Hi @PROAC, Had a similar question yesterday.. Under normal conditions, there are two kinds of limits: Per-minute throughput: Genie has soft limits (e.g., ~20 questions/min via UI, ~5/min via API in the free tier). If you briefly exceed those, things ...

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Steve_Lyle_BPCS
by > Databricks Partner
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  • 4 replies
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What does 50% even mean?

What's even being measured?  What is the data? What got me to 50% on the path to what target?  What's it take to get to 100%? What is the story this is telling?This is "THE" data & analytics company isn't it?  Cobbler's kids situation?

  • 187 Views
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Steve_Lyle_BPCS
Databricks Partner
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BabyM
by > New Contributor II
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Regarding Databricks Associate voucher @Jim Anderson

Dear Databricks Community Admin @Jim AndersonI hope you are doing well.Request regarding the 50% certification coupon for the recent learning event which I had completed the learning pathsIt was mentioned that the coupon would be shared on 9th April,...

  • 265 Views
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sanket216
New Contributor II
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Hello Jim,I also Have not got 50% off voucher for databricks certification so I am also Request regarding the 50% certification coupon for the recent learning event which I had completed the learning pathsThanks,Sanket

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srushti_1729
by > New Contributor
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Databricks Data Engineer Professional Certification – Badge & Certificate Availability

Hi Team,I recently cleared the Databricks Data Engineer Professional certification exam and have received the result confirmation email. However, I have not yet received my badge or certificate.Could you please let me know when I can expect to receiv...

  • 121 Views
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anshul2528
New Contributor
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Hi @srushti_1729 Typically, you should receive an automated email from Databricks (service.accredible.email@databricks.com) within 24 to 48 hours of completing your exam.However, if you would like to manually check whether your credentials have been ...

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