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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Wednesday
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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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
Virtual Event Time: AMER Sept 23 / 9 AM PTEMEA Sept 24 / 9 AM BST / 10 AM CESTAPJ Sept 24 / 9:30 AM IST / 12 PM SGT / 1 PM JST/KST / 2 PM AEST (Japanese and Korean captions available) Register for the Workshop Note: Marking RSVP on this Community ...
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3 weeks ago
Databricks EMEA Learning Festival Hands On Virtual Training 29–30 September 2026 · 09:00 BST / 10:00 CEST · Fully virtual · Free to join Ready to accelerate your journey on Data & AI? Join us for the EMEA Learning Festival. A two-day, hands-on vir...
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08-11-2026
Community Champion • Our Community Champion Program celebrates members who consistently contribute their expertise, support fellow practitioners, and help shape a stronger and more collaborative Databricks Community. Every month, we recognize individ...
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2 weeks ago
Public sector agencies need well-informed decisions to support the livelihood and security of citizens. The Entity Resolution for Public Sector Solution Accelerator shows how entity resolution can connect disparate data sources, reveal relationships ...
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Wednesday
The Weekly Digest • September 7 – September 13 Community Pulse A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. This Week's Community Stars The members who showed up and made a difference this week ...
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a week ago
Community Activity
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Tutorial: Databricks Genie for Data Engineers and Data Scientists
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Latest Reply
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Thanks for putting this together, @DataAlchemist28. I particularly liked the distinction between a broken sensor and an unusual flight. Keeping that judgment with the engineer is an important detail
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Multi-region model serving on Databricks with OpenSharing
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Latest Reply
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Thanks @ivanvyd , glad you found it useful! Great question. Failover leans mostly on endpoint health checks, not a built-in "feature staleness" cutoff, so it's worth adding your own. Two things help: the recipient's synced table keeps serving its las...
- 3 kudos
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- 2 replies
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Both Databricks Apps Returning 502 Bad Gateway
I am experiencing an issue with both of my Databricks Apps. Both applications are currently unavailable and are returning the same 502 Bad Gateway error.This is affecting both applications, so I would appreciate it if you could investigate whether th...
- 140 Views
- 2 replies
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Thank you for the detailed guidance. The issue has been resolved, and both applications are now working fine.My assumption is that the issue was related to the application authentication check. The apps are now working independently without requiring...
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- 31 Views
- 0 replies
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Declaring a Primary Key RELY turned my dbt unique Test Green on Duplicate Data
An open dbt-databricks feature request, #1271, asks for native RELY support on primary keys and suggests that rely: true "implicitly create the not_null and unique constraints" as "a safeguard against incorrect query results". Databricks does not enf...
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- 28 Views
- 1 replies
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CIF architecture diagram inconsistent with the description
Hello, I am unsure if this is the right place to report this, but here it goes.In the course "Data Modeling Strategies", lesson "1.3 Lecture - Inmon's Corporate Information Factory", it seems to me that the description for the CIF architecture diagra...
- 28 Views
- 1 replies
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Latest Reply
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Also, the details state that "The dashed arrow from Operational Sources to ODS is intentional: the Operational Data Store is fed directly from source, bypassing the EDW, to serve near-real-time dashboards that cannot wait for the full ETL cycle."
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Level Up Your Databricks Skills: Learning Paths & Free Live Training
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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Latest Reply
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It's great to see Databricks offering so many ways to get started and keep learning, whether you prefer going at your own pace or joining a live session. Thanks for making these resources easy to find, @Tushar_Parekar
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Learn Databricks AI Agents | Build, Deploy & Evaluate on Databricks Platform
Databricks Training & Certifications Learn Databricks AI Agents Systems that reason, call tools, and take action - built on the Databricks Platform. Agentic AI Mosaic AI & Agent Bricks ï§ Persistent memory AI agents...
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org.apache.iceberg.connect.IcebergSinkConnector to sink data from kafka to databricks - large volume
Hey.We have different number of topics per let's call it "subject". The connector works great for us if there are not so many topics (partitions) in subject. We have issue when we try to sink 1500 topics, 3 partitions each. We've sharded the topics i...
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Latest Reply
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Thanks for quick replay. Is there an open ticket for this somewhere?
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- 180 Views
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Resolved! How to override ABAC policies
I'm struggling with the best way to handle ABAC inheritance. Here's the situation:We have tags deployed in table columns across a dozen catalogs and their schemas. In general, certain tags should have column masking policies applied so that our user ...
- 180 Views
- 6 replies
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Latest Reply
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The scalable way to handle this is to keep the catalog-level policy, but use a governed tag and a WHEN condition to carve out the schema-level exception.You don't need to remove the catalog-level policy or add "Privileged Users" to the catalog-level ...
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- 1 replies
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Unity Catalog v.2.0?
Are there plans for a v.2.0 of Unity Catalog? I find the organization of tables in databricks to be very constrained and inflexible. Given that UC tables have their origins in data lakes, you would think they would have brought a lot more flexibile...
- 106 Views
- 1 replies
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Latest Reply
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Given the lack of flexibility in the naming of schema and tables, I decided to fall back on external volumes. NOTE: I will not use these external volumes for any of the structured tables in the gold/presentation layer (even though I really dislike t...
- 0 kudos
- 34 Views
- 0 replies
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Best Architecture Approach for Databricks Multi-Cloud and Multi-Region Deployment
I am working on a data platform requirement where we need to support multiple cloud providers and multiple regions using Databricks.For example:AWS – Region 1AWS – Region 2Azure – Region 1Azure – Region 2The requirement is to maintain data processing...
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Configuring Genie: practical steps for more reliable answers
I published a hands-on guide to preparing and testing a Genie Agent, using a small sales dataset with known resultsA few practices covered:Define table grain and relationships to avoid inflated totals after joins.Document metric definitions, currenci...
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Community Bricktalk Alert | Real-Time Data & AI: Tripwise Demo
Hey Databricks Community! Join us for a free community-sponsored BrickTalk on Thursday, September 24, 2026. BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with Da...
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Latest Reply
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Hey Databricks Community!If anyone missed yesterday's awesome BrickTalk session, you can watch it here.
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Databricks Workflow Task Failure - Custom Error Messages
Hi there, kind of silly question but I'm hoping there's a simple way to address this.I'm trying to make sure that when certain job failure conditions arise, that a workflow task step fails. I've tried this with both raise RuntimeError and sys.exit, b...
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Tech summit FY 2027
Just wrapped Partner Tech Summit: four days across Genie & Agents, the Lakehouse Platform, Lakebase and Governance. The big lesson? AI doesn’t have an intelligence problem. It has a context problem. Well-governed, well-organised data is what turns it...
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Latest Reply
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Multi-region model serving on Databricks with OpenSharing
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