Databricks Advanced Learning Festival September 16 – October 14, 2026 Join us for a four-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whether you are...
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08-21-2026
DATABRICKS Asia-Pacific Learning Festival Free, virtual, hands-on Databricks training 21 & 22 October 2026 Virtual, labs included Free Ready to level up your Databricks skills? The Databricks Asia-Pacific Learning Festival is back, and ...
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Tuesday
FOR DATABRICKS LEARNERS Two free ways to grow yourDatabricks skills Both are free and live in the Databricks Community. Bookmark the one that fits where you are right now - or use both. 01 LEARNING PATHS Your Path to Certification What it is:...
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3 weeks ago
REGISTRATION IS NOW OPEN The Data + AI World Tour is heading your way A free, one-day event on how organizations are building AI they can trust to deliver real outcomes - by grounding models in their own enterprise data and business context. THE...
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09-01-2026
Free · Hands-on · Instructor-led AI/BI + Genie Launchpad From dashboards your team can trust to answers in plain language with Genie. A three-day arc of live, hands-on sessions, each built for a different role. Join only the day or days that fit you...
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Friday
Community Champion • September 2026 Meet Venugopal Dabbara Every month, our Community Champion Program recognizes a member who makes the Databricks Community better for everyone, through their knowledge, their willingness to help, and their commitmen...
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Tuesday
Cybersecurity in multicloud, multiregion environments can be complicated by fragmented security controls, data dispersion and compliance requirements. The IOC Matching and Multicloud Query Federation Solution Accelerator shows how a lakehouse platfor...
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Tuesday
Community Activity
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How do you regression-test a Genie space or agent when a table or metric view changes underneath it?
I hope this is useful for anyone running Genie spaces or agents past the demo stage. This is a question more than a recommendation, because I have not found a pattern I fully trust yet. The situation: a Genie space or an agent sits on top of a handfu...
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Latest Reply
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Lu's pattern covers the loop well. Two additions aimed at the exact failure you describe, where the SQL still runs and the answer just moves:1. Assert on the structure of the generated SQL, not only the result. For each golden question, store the tab...
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- 3759 Views
- 4 replies
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Resolved! The New Databricks User Groups Platform is here!
We’re excited to introduce Databricks User Groups (usergroups.databricks.com), a dedicated platform built to enhance regional and special‑interest Databricks communities with better organizer tools, easier event management, and more consistent engage...
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Latest Reply
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Hi @MandyR I was hosted an event with 306 people our first event. i am curious how will i get the user group leader badge.
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Revive! Metabolism: Metabolic Wellness and Weight Management
Revive! Metabolism For anyone considering Revive! Metabolism, reviewing the product label and consulting a healthcare professional when appropriate can help support an informed decision. Ultimately, consistent healthy habits remain central to mainta...
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- 575 Views
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Where can I find the Databricks Fundamentals Notebook?
Hi! I'm currently doing the Databricks Fundamentals Learning Plan and therés a couple of topics (Catalogs and Notebooks) where to follow up with the training I need a notebook name Databricks Fundamentals. In both videos, the video makes reference to...
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No but I found an old post that is not possible to get it. It seems it's outdated. I'm getting very frustrated with these training courses to be honest. I have started the Machine Learning one and again, there's a demo using a notebook and I have no ...
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- 122 Views
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Declarative Pipeline with editable wheel: PYTHON.MODULE_NOT_FOUND_ERROR
Hi!I create a bundle with databricks bundle initand i let create a pipeline including a package. The pipeline definition looks like the following# The main pipeline for pipelinewithpackage resources: pipelines: pipelinewithpackage_etl: n...
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Hi - Thank you for your quick response.I checked 1-3: everything seems to be fine:I can build manually and see all files workspace.file_path​contains the filesSo I provide additional information.Folder Treeª .gitignore ª AGENTS.md ª CLAUDE.md ª...
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Notebook commands hang after restarting a cluster with custom library installed
Hi,I'm experiencing an issue with a Databricks notebook after restarting a cluster that has a custom library installed.Here are the steps I followed:Created a Databricks compute cluster.Attached a notebook to the cluster.Installed a library required ...
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Latest Reply
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Hello @DineshOjha, Short answer: this isn't expected behavior. When terminated compute starts again, Databricks recreates it, reinstalls the configured libraries, and reattaches notebooks. If a library is still pending, fails to install, or conflict...
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- 387 Views
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How does AUTO CDC resolve same-timestamp tie in SEQUENCE BY?
We are using AUTO CDC (APPLY CHANGES INTO) to process change data capture events from an upstream source (via Autoloader ingesting CDC files landed in cloud storage) into our Silver layer tables. Our source occasionally delivers out-of-order events —...
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Latest Reply
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Hello @Khasim_1, I took a look at both internal and external documentation and here is what I found. You're in good hands in this thread already. @Brahmareddy's STRUCT suggestion and @data_pulse's test both line up with the documented behavior, and @...
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- 102 Views
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ServiceNow ingestion failed since October 1st.
I have a data ingestion pipeline ingesting ServiceNow data into databricks. It has been working for several months, but it stopped working since October 1st.From what I see, the pipeline suffered connection time out.However, from the connection, I ca...
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Hello @skao, I took a look at both internal and external documentation and here is what I found. A working token refresh and an active ServiceNow account are good signs, but they don't rule out a connectivity or ServiceNow API performance problem. Ge...
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Zerobus Ingest with Kafka compliant API and WITHOUT a callback
Is see that kafka for zerobus is still in beta. So maybe something will change. Can someone tell me whether they are aware of an authentication handshake with this API that might AVOID the callback?Here is the python example, which uses a sophistica...
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TellR Roadmap and Strategic Direction | @Databricks Team
Hi,We have recently been evaluating TellR and are very interested in the concept of generating presentation-ready management decks directly from governed data through conversational interactions.From our perspective, the ability to transform insights...
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- 7405 Views
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"Revoke" permissions for SQL-Warehouse with API
Hello dear community, i am trying to revoke permissions with the API for SQL-Warehouse. Granting permissions isn't a problem and works like a charme. But revoking won't function. I tried "NO_PERMISSIONS", "NO PERMISSIONS", "DENY", "REVOKE" But i al...
- 7405 Views
- 8 replies
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Latest Reply
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Have you tried checking the latest Databricks API documentation for the correct permission values and how to remove existing access? It would be helpful if someone could share a working example, since granting permissions seems to work but revoking t...
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- 7240 Views
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Resolved! Unexpected Script Execution Differences on databricks.com vs Mobile-Triggered Runtimes
I’m noticing some unusual inconsistencies in how scripts execute on databricks.com compared to when the same workflow is triggered through a mobile-based API. On Databricks, the script runs perfectly when executed directly inside a cluster notebook. ...
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Latest Reply
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I’d start by checking environment variables, session initialization, and cluster startup differences between notebook runs and API-triggered executions. Logging timestamps and outputs at each step could help identify where the behavior changes. It wo...
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Resolved! Not sure how to get access to lab tutorials / notebook demonstrated in lecture
I am preparing for Databricks Certified Data Engineer Associate/Professional Certifications but not sure how to get access to lab tutorials / notebook demonstrated in lecture, any help would be greatly appreciated. Thanks in advance.Arijit
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- 13 replies
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Latest Reply
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Hi Everyone,It seems many of you enjoyed the tutorials from the dbdemos.If you are still looking for additional tutorial material I really recommend the Labs from Microsoft DP-750 certificate (specific to Azure Databricks): https://github.com/Micros...
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- 46243 Views
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Resolved! Free Certification voucher
looking for free certification voucher
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- 38 replies
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Latest Reply
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I have completed both Associate Data Engineering and Professional Data Engineering Learning Path and also got the credential badges as well. Looking forward to receiving the voucher after the festival is finished.
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- 864 Views
- 3 replies
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Resolved! How Can I Analyze Gaming Website Traffic and Search Trends with Databricks?
I'm learning Databricks, and I'm interested in using it to analyze data from a gaming website focused on Tomodachi Life ROM .I'd like to understand the best approach for building a simple analytics workflow.Some questions I have are:How can I import ...
- 864 Views
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Latest Reply
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Databricks is a good option for learning website analytics because you can combine data preparation, SQL queries, PySpark, and visualizations in one workflow. I’d start by importing a CSV export from Google Analytics 4, checking for missing values, a...
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