Certifications
Join dynamic discussions on Databricks certifications within the Community. Exchange insights, tips,...
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Best Development Strategies for Building Reusable Data Engineering Components in Databricks
I’m looking to gather insights from data engineers, architects, and developers who have experience building scalable pipelines in Databricks. Specifically, I want to understand how to design, implement, and manage reusable data engineering components...
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ChatGPT said:A common community strategy is to treat Databricks assets like a shared engineering product. Build modular, parameterized notebooks or Python packages, publish them to a central repo (Git + CI/CD), and version them just like application ...
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Gemini video input
Hello,Is it possible to use a video as an input for Google Gemini 2.5 Pro within Databricks?Thank you.
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Free Certification voucher
looking for free certification voucher
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Hi, can you please provide me free voucher for azure data bricks fundamental
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informatica jobs from data bricks
Hi TeamHow can we call informatica jobs from data bricks? could you please suggest on this.Regards,Phanindra
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unsure how above answer helps here @Phani1 - The only way I could think of is - call Informatica jobs (specifically Informatica Cloud Data Integration (CDI) mappings or tasks) from Databricks by leveraging REST APIs.Direct API - Trigger an Informatic...
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Not received the DE associate certification
Hi,I have completed Databricks Data Engineer associate certification on 22 November,2025. But I did not received the badge so far. Could someone please help me?Here is the last email from databricks:Hello Trivikram,You have completed the assessment, ...
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Hello @vikramg32 , It can take up to 48 hours for badges/ certificates to be issued. Also please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provide...
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Multiple UI pages stuck on infinite loading (Jobs DAG, Compute, SQL Editor, Notebooks) in AWS ap-nor
Hi,I’m trying to work in Databricks, but too many things in the workspace UI are not working properly. Almost everything is stuck on infinite loading.Here are the symptoms:Jobs DAG (Tasks tab) infinite loadingI can see the job Runs history.However, w...
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Resolved! Unable to create a Databricks Free using Google Account
Hi, I'm trying to setup a Databricks Free Edition using my personal Google Account, but for some reason it is not working.Whenever I select my Google account, the 'dot' between the first and the last name is removed, resulting in an non-existing e-ma...
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Hi @Advika,Kudos to you.Strangely enough, using the dotted e-mail address (which is in fact the real one) I'm unable to login to Databricks Free. However, using the non-dotted e-mail address, it works.
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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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Unfortunately you can’t read dbutils.jobs.taskValues directly via the Java SDK. But you could return a JSON payload via dbutils.notebook.exit and read it with getRunOutput. Databricks exposes the notebook “exit” result through Jobs GetRunOutput, then...
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Resolved! Synchronising metadata (e.g., tags) across schemas under Unity Catalog (Azure)
Hello all,I hope you are doing great!I want to synchronise metadata (e.g., description, comments, tags) across schemas under the Unity Catalog (e.g., test.dev, test.uat). For example, under the schema test.dev, there is a sales table with multiple co...
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It's completely fine, and I do understand. Thank you for your time and effort here!
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Syllabus for Data Engineer Associate
Hello,Is there any learning resources/ materials to cover the Databricks Data Engineer Associate Certification?Also want to know the exact syllabus.
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Hi @Hritik_Moon ,You can find current exam objectives at below link:https://www.databricks.com/sites/default/files/2025-11/databricks-certified-data-engineer-associate-exam-guide-july-25-2025-04.pdf
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Resolved! Databricks Scenarios
I’m a data engineer with some experience in Databricks. I’m looking for real-life scenarios that are commonly encountered by data engineers. Could you also provide details on how to implement these scenarios?
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Generic topic. Here are few latest article to help you on thishttps://community.databricks.com/t5/get-started-guides/getting-started-with-databricks-build-a-simple-lakehouse/tac-p/139492#M29https://community.databricks.com/t5/announcements/big-book-o...
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Databricks Managed MCP Servers
This is super amazing and super powerful -https://docs.databricks.com/aws/en/generative-ai/mcp/managed-mcpEssentially we you can use Databricks managed MCP servers to seamlessly integrate Databricks features into any AI Agent. That's the multiplier ...
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Resolved! Can't Access Labs
I have a new subscription to the labs and am enrolled in a labs enabled course (Data Ingestion with Lakeflow Connect). Nowhere can I find a link to access the lab material. The course looks identical to the free version. The screens in the "Accessing...
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Okay, this is annoying, but I think I have it. Someone please correct me if I'm wrong. I just learned that lessons with labs are marked in RED. I have a subscription, so I can take those.I started the Data Engineering course, and all my lessons are i...
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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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@Sbankar123 , Please file a ticket with our support team so they can review the case and determine next steps. Please note that we cannot provide support via community. Thanks & Regards,@cert-ops
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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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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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