Certifications
Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...
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Generative AI badge not received been more than 3 months
Dear Team,I have not received my Databricks badge on generative AI engineering, even after i completed all the required steps .Please look into this.ThanksVikash
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Hello @viky3110, When a learner completes a learning plan, badges are awarded for the individual courses associated with that learning plan (separate badges for separate courses). Currently, there is no separate badge associated with completing the o...
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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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@Rupa0503 Watermark doesn't need a date column from silver/gold. You can use pipeline run timestamp as the watermark — tracking when the pipeline last ran, not when data was modified. Also you can use Delta table version history within watermark as ...
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Starting Data Engineering
Hello everyone, my name is Judith. I have been a tech community manager and customer support for the past 5 years. However, this year I am transitioning to become a data engineer. I would love any recommendations or courses to get started. Thank you....
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Hello , You can start with Databricks Academy I started directly by exploring free Databricks Workspace and its tool , gaining insights from various resources .You can start with Data Ingestion , there are lot many clouds that databricks give as opti...
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Salesforce with Databricks
Hi ,We as a company have expertise in Salesforce with years of experience but now we want to expand ourselves to Databricks . We have applied for Databricks Partner and are training engineers . Now what are the additional functionalities that databri...
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Merge Conflicts During Concurrent Delta Table Updates
I have a requirement where I need to run multiple concurrent runs on a particular table, however some merges fail and some merges execute. how can i handle thisI have a requirement where I need to run multiple concurrent runs on a particular table, h...
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Resolved! 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
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Cells highlighter for VS Code?
Hi allI've recently had to switch to VS Code to run some Claude coding over my notebooks and python libraries.I stumbled on highlighting cells for notebooks with SQL injection. It seems to be nowhere documented how to fix.I use Databricks issued "IDE...
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Databricks Free Edition Suddenly Not Working and unable to login
Hi Databricks Community,I have been using Databricks Free Edition for learning and practice, but suddenly it is not working as expected. I am unable to continue my notebooks and practice work.I wanted to check if anyone else is facing a similar issue...
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Hello @Brahmareddy, I’m also not facing this issue, everything is running as expected on my end as well. Could you share a bit more details on what exactly you’re seeing? It could be related to hitting your daily quota, where compute resources become...
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Resolved! Data Engineer Professional Exam -May 2026 Update
Hello Community!I would like to ask quick question. I know that Data Engineer Associate exam questions have been updated at the beginning of May. Is this update also applicable for Professional exam?Thanks a lot!
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As of now, the major update announced at the beginning of May was specifically for the Associate-level Data Engineer exam. There has not been an official announcement indicating that the Professional-level exam received the same update at the same ti...
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AI Is Becoming a Data Problem Before It Becomes a Model Problem
The conversation around AI often starts with models. In reality, long-term value comes from how well data pipelines, governance, and workflows work together.The teams moving fastest seem to be simplifying their stack instead of expanding it.What tren...
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Resolved! I missed the exam due to a misunderstanding about the scheduled time
While scheduling the exam, I selected 1 as the time, and it was scheduled for 1 AM on 27th April. However, I mistakenly thought it was scheduled for 1 PM on 27th April, due to which I missed the exam. I kindly request your help in rescheduling the ex...
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Hi @cert-ops @Cert-TeamOPS @Cert-Team ,I am seeking assistance regarding reschedulng exam support ticket - 00924454. I had scheduled my Databricks Gen AI Engineer Associate exam for 24 May at 10:45 AM, but I mistakenly assumed the exam was scheduled ...
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Databricks Associate exam got suspended Need Urgent Help
Hi team , I booked a slot for today, 24 may 2026 9.00 PM , for Databricks Certified Data Engineer Associate exam and while taking exam , it was suddenly moved to proctoring and asked me to show my room and I did that , it again asked me to show the p...
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Hello @srj_2003 ,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community.Thanks & Regards,@cert-ops
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We replaced Streamlit with a Python UI compiler we built now deploying on Databricks Apps in hours
Our data team kept hitting the same problem. We needed UIs for business users, dashboards, CRUD apps, internal tools. Streamlit was our go to but it reruns the entire script on every interaction, the interfaces all look identical, and it gets painfu...
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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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Hello @mrdoctor, Thanks for highlighting this. Since this appears to be an issue in the test, the best next step would be to raise a support ticket. Please include the necessary details so the team can better understand and investigate the issue.
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Resolved! New to the community
Hello everyone. I’m new to the Databricks family but last week received my Associate certificate in Databricks fundamentals. Any advice on how to get better at Databricks?
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Databricks academy is the best way to get started. Understanding the spark fundamentals will be great addition to your skillset.
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