Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 29! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and ...
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yesterday
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...
- 263176 Views
- 620 replies
- 106 kudos
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 ...
- 1008 Views
- 1 replies
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a week ago
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:...
- 1646 Views
- 3 replies
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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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a week ago
Genome-wide association studies help identify genetic variations associated with a disease or trait. The Genome-Wide Association Studies Solution Accelerator builds on Glow, an open source project for genomic analysis, to provide a fast, scalable and...
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10 hours ago
Community Activity
- 101 Views
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Lakeflow Connect SQL Server (integrated CDC pipeline): no way to Include/exclude columns
Setup:- Lakeflow Connect, SQL Server source, `connector_type: CDC`, integrated pipeline (gateway-less — extraction and apply in one triggered pipeline on classic compute)- Deployed with Declarative Automation Bundles, `databricks-bundles` 1.20.0, CLI...
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- 2 replies
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Latest Reply
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Hi @Oumeima Just checking in to see whether the explanation above helped, and whether you were able to move forward, either by keeping the gateway-based pipeline for the tables that need include_columns or by projecting the columns downstream. If it...
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- 37 Views
- 1 replies
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Are PATs (user or service principal) accepted by Databricks Apps?
Is the 401 expected behavior, and is it documented anywhere?Is there a supported way for an external system with only a static header to call a Databricks App?I want to receive webhooks from an external SaaS product. The sender can only POST to a pub...
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Latest Reply
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Hi @databrickspooja Yes, the 401 is expected: the Databricks Apps proxy only accepts OAuth access tokens, not PATs, so it rejects the request before your code runs. A static header can't hold an OAuth token either, because M2M tokens expire after abo...
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- 122 Views
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Resolved! Genie spaces with DABs - how do you deal with the table ordering?
Hi all,I'm about to start managing Genie spaces as code with Asset Bundles and wantedto ask before I build it.From what I'm reading, the genie_spaces resource needs the tables in itsdata_sources to already exist when you deploy. That's fine for an en...
- 122 Views
- 3 replies
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Latest Reply
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Short answer: you can keep everything in one bundle and one databricks bundle deploy. Add a job_runs resource that runs the job that builds the tables, and reference that run from the Genie agent so the CLI creates the agent last. On a redeploy the b...
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- 68 Views
- 2 replies
- 1 kudos
Managerment resource computer
hi folks,i'd like to gather some insights on how your teams manage compute policies in production environments.Could you share:How many compute policies you currently maintain?How you categorize them (e.g., shared clusters, job clusters, interactive ...
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- 2 replies
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Latest Reply
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**Short answer:** keep it small. Start from the four Databricks policy families (Personal, Shared, Power User, Job Compute) and add a custom policy only where limits or cost tags really differ. Then enforce three things everywhere: a cost cap per res...
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- 23 Views
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Learning Festival ending on 14th october
Hii’d like to know what is the endong time on 14th october? And pleas clarify if it is UTC time. Thank you.
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- 1268 Views
- 2 replies
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Resolved! Advanced Learning Festival September 16 - October 14 2026
Is there any enrollment for participating in the Advanced Learning Festival September 16 - October 14 2026?As I don't see any option to register or enroll in the link provided.
- 1268 Views
- 2 replies
- 2 kudos
Latest Reply
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Hey @priyaa2336 !You don't need to register separately for the Learning Festival. It is open to Databricks Customer Academy Users. The requirements are:Complete at least one of the learning pathways listed within the community event andComplete the l...
- 2 kudos
- 38 Views
- 0 replies
- 0 kudos
No Response from Databricks Certification Support Since October 7 | Case #010380
Hello Databricks Certification Team,I am requesting assistance from a moderator or certification support manager.On October 7, 2026, I attempted to take my Databricks Certified Data Engineer Associate exam. I paid USD 100 and used a 50% discount coup...
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- 23 Views
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Should I wait for the tram? Adding agents to a live Helsinki transit app on Databricks (part 2)
Hi everyone,Part 2 of my Helsinki live transit project is out. In part 1 I built a Databricks App that follows every tram and metro train in Helsinki in real time: a Lakeflow pipeline on HSL's live MQTT feed, Lakebase behind the live map, and a Genie...
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- 22 Views
- 0 replies
- 1 kudos
Your Favorite Agent Harness Now Works with Databricks
Managing licenses for multiple AI vendors is a lot of unnecessary admin overhead. The other day, I was telling some friends that I wanted to get my team on Codex, but we were locked into an Opencode license. I was dreading the procurement back-and-fo...
- 22 Views
- 0 replies
- 1 kudos
- 16265 Views
- 20 replies
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FAQ for Advanced Learning Festival September 16 - October 14 2026
Frequently Asked Questions Databricks Advanced Learning Festival | September 16 - October 14 2026 General Where can I ask questions while going through the self-paced material? The Databricks Academy Learners Group page is a forum within the Data...
- 16265 Views
- 20 replies
- 18 kudos
Latest Reply
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hello,after completing a pathway, should i do anything else to apply for this voucher? like registering my request in any place?
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- 31 Views
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Bypassing the Message Broker with Databricks Zerobus Ingest
Hi everyoneI recently explored the new Databricks Zerobus feature and built a hands-on demo project to test its efficiency. To capture the architectural shift.The Old Approach: Routing event streams through intermediate broker buses (like Kafka or Ki...
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- 23 Views
- 0 replies
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Governing AI Strategy with Unity AI Gateway
Unity AI Gateway provides administrators with centralized visibility and control to manage and govern an enterprise AI strategy. The platform features customizable dashboards to track usage metadata and costs, alongside financial controls to enforce ...
- 23 Views
- 0 replies
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- 22 Views
- 0 replies
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Building Agents on Databricks with Custom Apps and Omnigent
The video demonstrates building a store operations agent using Agent Bricks and Omnigent alongside the OpenAI agents SDK. The custom agent integrates various MCP servers to analyze training hours and operational workflows for a bubble tea company. Ad...
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- 25 Views
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Power BI to AI BI: The Migration Shortcut You Need
Learn how to use Databricks Genie to automate Power BI and Tableau report conversion into AI BI dashboards efficiently. This demonstration covers the technical workflow for importing existing business intelligence files directly into the Databricks e...
- 25 Views
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- 38 Views
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Solution Accelerator Series | Genome-Wide Association Studies
Genome-wide association studies help identify genetic variations associated with a disease or trait. The Genome-Wide Association Studies Solution Accelerator builds on Glow, an open source project for genomic analysis, to provide a fast, scalable and...
- 38 Views
- 0 replies
- 0 kudos
Announcements
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Latest from our Blog
Minimize disruptions for continuous pipelines with Maintenance Windows
Minimize disruptions for continuous pipelines with Maintenance Windows In an agentic world, it is more important than ever to make decisions using the latest available data. To achieve this, data engi...
Introducing session restore for serverless jobs
Serverless jobs make it easy to run production notebook workloads at scale, but until now, the state of a run was gone once it ended. If a pipeline ran for hours and failed on the last step, the varia...
From Batch to Milliseconds: Real-Time Feature Views for Recommenders
Every click, search, and hover on a retailer’s website tells a story about what a shopper wants right now, but feature engineering pipelines, traditionally updated in batches, capture that story after...
Unlocking High-Frequency Workloads with Nanosecond-Precision Timestamps
Enterprises store timestamps to understand when events occur, establish their sequence, and measure the time between them. For most analytical workloads, microsecond precision is sufficient. However, ...
