Certifications
Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...
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Free Edition and Databricks Asset Bundles
Hi,I would like to learn more about DAB's and gain practical knowledge. For this I want to use the Free Edition but the authentication fails. I have tried both the Databricks extension in VSCode and the Databricks CLI. In the extension, it returns: C...
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How To Remove Extra DataBricks Free Edition Account
Accidently made an extra DataBricks Free edition account/workspace on the same email while messing with Legacy edition login, is there a way to delete one of these? The old community edition had a "Delete Account" button but can't seem to find that f...
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Hello Billyboy,I can’t seem to find the option either, but one of the limitations of the Free Edition is:“Databricks may delete Free Edition accounts that are inactive for a prolonged period.”So, you could simply avoid logging into that account for a...
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I can't create a compute resource beyond "SQL Warehouse", "Vector Search" and "Apps"?
None of the LLMs even understand why I can't create a compute resource. I was using community (now free edition) until yesterday, when I became apparent that I needed the paid version, so I upgraded. I've even got my AWS account connected, which was ...
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Hello Jeremyy,The free edition has some limitation in terms of computing. As you noticed that there is no such option to create a custom compute. the custom compute configurations and GPUs are not supported. Free Edition users only have access to ser...
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Databricks Apps Deployment with React codebase
Hi,Need help to understand how we can deploy frontend(React) codebase via Databricks Apps as I am tried all templates and Custom App creation. It seems only Python based codebase can be deployed.Let me know if anyone can help me with approach or fesi...
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Delete workspace in Free account
I created a free edition account and I used my google account for logging in. I see 2 works spaces got created. I want to delete one of them. How can I delete one of the workspace. If it is not possible, how can I delete my account as a whole?
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Hello @upskill! Did you possibly sign in twice during setup? That can sometimes lead to separate accounts, each with its own workspace. Currently, there’s no self-serve option to remove a workspace or delete an account. You can reach out to help@data...
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DQ Expectations Best Practice
Hi there, I hope this is a fairly simple and straightforward question. I'm wondering if there's a "general" consensus on where along the DLT data ingestion + transformation process should data quality expectations be applied? For example, two very si...
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in my opinion, you can keep the bronze/raw layer as it is, and the quality check should be applied to silver.
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Workflow entry point not working on runtime 16.4-LTS
Hello all,I'm developing a python code that it is packaged as a wheel and installed inside a docker image. However, since this program requires numpy >= 2.0 I'm forced to use the runtime 16.4-LTS.When I try to run it as a workflow on databricks I'm e...
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Data Engineer Associate Certification in 2025 Voucher
Hi Community,I’m planning to take the Data Engineer Associate Certification in 2025 to advance my skills and career. Are there any ongoing promotions or opportunities to get a 50% discount voucher for the exam? It would be incredibly helpful if you c...
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Hi @Advika , @J_Anderson I have completed more than2 courses in the April Learning Festival, still i did not get any vouchers for the certifications, can you please check and let me know.here is my mail ID: rohitharikantra25@gmail.comthanks in advanc...
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Resolved! Struggle to parallelize UDF
Hi all I have 2 clusters, that look identical but one runs my UDF in parallel another one does not.The ones that do is personal, the bad one is shared.import pandas as pd from datetime import datetime from time import sleep import threading # test f...
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As a side note "no isolation shared" cluster has no access to unity catalog, so no table queries.I resorted to using personal compute assigned to a group.
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Delivery Specialization: UC Upgrade Lab Not Submitting
I have submitted Lab notebooks in Vocareum environment successfully after passing all required check points . Still after submission the grades are not evaluating section Section 3 - Table and View Migration and Section 4 - Workload Upgrade. Please h...
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Hello @kuldip05! Could you please raise a support ticket with the Databricks Support Team? They’ll be able to review the grading status and assist you accordingly
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Resolved! Databricks exam got suspended. Need urgent help
Hello Team, I faced multiple interruptions and challenges while attempting my certification, The exam got paused 4 times where twice I had to show my desk and my entire room. Eventually my exam got suspended. I was not involved in any unfair means an...
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Dear certification Team @Cert-Team @Certificate Team,Request Id# 00679372I faced a highly frustrating experience during my Databricks certified data engineer Associate exam on June 7, 2025.Despite maintaining focus on the screen, I received alerts ...
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Free Certification for students
Hello, I am a student preparing for the Databricks Associate Data Engineering certification. Since the exam fee is beyond my budget, I was wondering if there are any opportunities to take it for free?
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Hello @mohit808238! Good news! While there isn’t a free exam offer at the moment, you can still get a 50% discount on any Databricks Certification by participating in the DAIS 2025 Virtual Learning Festival, running from 11 June to 02 July 2025. You ...
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Refund Not Received
I cancelled my exam and received a confirmation message regarding the refund. However, I haven’t received the refund in my account yet.Could you please check the status for me? The email address i used for registering the exam is deanmeisong@gmail.co...
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Hello @deanmeisong, Could you please raise a Ticket with the Databricks Support Team, they will be able to look into your account details. Thanks & Regards,@cert-ops
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Databricks Data Engineer Associate Exam Got suspended in middle
Hi @Cert-TeamOPS Certification Team,I was giving the Databricks Data Engineer Associate Certification exam yesterday and the exam got suspended in the middle even when I was looking only in the screen of my laptop. I raised a ticket to support team ...
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Hello @dps0415! The support team will reach out to you shortly via the submitted ticket (#00682960).Thank you for your patience in the meantime.
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Seeking for the data engineer learning-path material
Hi. I enrolled to the Data Engineer learning path: https://customer-academy.databricks.com/learn/learning-plans/10/data-engineer-learning-planAnd I am looking for the material showed up in the labs. I got access to the Databricks Academy through the ...
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Thanks for the references. Those are helpful.When I started in Databricks Academy last year, there was an option to download the material shown in the videos. So it was easy to replicate what you were learning. I started the Data Engineering Learning...
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