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Databricks Learning Festival - Business Edition (Instructor-Led): Global

Turn AI hype into everyday business decisions Join us for the Databricks Learning Festival – Business Edition, a free, global virtual event designed specifically for business professionals looking to unlock the power of data and AI — no deep technica...

  • 3173 Views
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03-19-2026
Databricks Community Champion - April 2026 - Ashwin Varadharajan

Our Community Champion Program has always been about recognizing individuals who consistently show up to support others, share their expertise, and strengthen the Databricks Community. Alongside our customers, we’re equally proud of the incredible co...

  • 383 Views
  • 6 replies
  • 7 kudos
Friday
Database Branching in Postgres: Git-Style Workflows with Databricks Lakebase

Earlier this week, Databricks shared a deep dive into Lakebase Postgres database branching, a “Git‑style” way to work with your databases, meaning you can now create instant, isolated Postgres environments in seconds, without copying all the data or ...

  • 480 Views
  • 0 replies
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Tuesday
How agentic software development will change databases

Software development is shifting from a slow, linear process to a rapid, evolutionary one driven by AI agents. Instead of building a single application over time, developers and agents now generate, test, and iterate on multiple versions in parallel...

  • 1015 Views
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3 weeks ago
A New Era of Databases: Lakebase

Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...

  • 512 Views
  • 0 replies
  • 3 kudos
3 weeks ago
Ending the Developer Struggle: The Future of Fast App Development - Virtual Event (May 5–7)

Developers want to write code, not provision databases. Learn how to create and deploy apps directly on the Databricks Platform. Join us on May 5-7. In this webinar, code comes first. Watch experts from Databricks and Cursor demonstrate how to get ...

  • 988 Views
  • 2 replies
  • 5 kudos
4 weeks ago
Agent Bricks | A Pilot to Production Series 🚀

95% of AI agents fail production – Agent Bricks fixes Accuracy, Flexibility & Security gaps with auto-tuning benchmarks, secure data connections, and built-in governance. The Proof is in Production:Banks save 200K hours/$250M, energy cuts outages 25%...

  • 540 Views
  • 1 replies
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a week ago
Databricks Learning Festival (Instructor-Led): APAC & EMEA

 We are back with instructor-led Databricks Learning Festivals for APAC & EMEA!  Both Udemy and LinkedIn recognized Databricks as one of the top fastest growing skills for 2026 — Udemy's The 100 Fastest-Growing Global Skills for 2026 and LinkedIn's T...

  • 2595 Views
  • 5 replies
  • 6 kudos
03-03-2026
Data + AI Summit 2026: Registration Now Open - Early Bird Pricing!

June 15–18, 2026 Register Now! Join thousands of data analytics and AI professionals at Data+ AI Summit 2026, the world’s largest conference for data, analytics and AI in San Francisco and virtually. Don’t miss early-bird pricing! Early-bird discoun...

  • 4875 Views
  • 4 replies
  • 3 kudos
02-19-2026
Solution Accelerator Series | Analyze Customer Lifetime Value

Customer lifetime value (CLV) tells you which customers are truly worth the most over time, but turning raw transaction data into future‑value signals is hard at scale. With this Databricks accelerator, you can quickly model CLV and start targeting h...

  • 361 Views
  • 0 replies
  • 1 kudos
Wednesday
🌟 Community Pulse: Your Weekly Roundup! April 06 – 12, 2026

The Weekly Digest • April 06 – 12 Community Pulse The top minds, the deepest dives, and the latest news keeping the community buzzing. Spotlight Contributors   The members keeping the ecosystem moving this week: @szymon_dybczak @Sumit_7  @bala...

  • 277 Views
  • 1 replies
  • 3 kudos
Wednesday

Community Activity

Raj_DB
by > Contributor
  • 14 Views
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Designing Reliable Data Versioning Strategies in Databricks

Hi everyone,I’m working on a use case where I need to retain 30 days of historical data in a Delta table and use it to build trend reports.I’m looking for the best approach to reliably maintain this historical data while also making it suitable for r...

  • 14 Views
  • 0 replies
  • 0 kudos
Nidhig631
by > Databricks MVP
  • 23 Views
  • 0 replies
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Databricks Genie Just Got More Powerful: Introducing “Run as setting” Execution (Private Preview)

Artificial Intelligence is rapidly transforming how users interact with data. With Databricks Genie, Databricks has already taken a major step toward enabling natural language querying over governed data.But one major limitation always existed…What a...

Nidhig631_1-1776708522099.png
  • 23 Views
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Nidhig631
by > Databricks MVP
  • 140 Views
  • 2 replies
  • 0 kudos

Embed a Databricks Genie space in an External Website or Application

As organisations increasingly move toward AI-driven analytics, the need to bring insights closer to end users is more important than ever. With Databricks Genie Spaces, you can enable natural language interactions over your data, allowing users to as...

  • 140 Views
  • 2 replies
  • 0 kudos
Latest Reply
williamjohn5987
New Contributor
  • 0 kudos

Hello, I have one question How should a conversational analytics UI be designed to feel native inside an existing application?

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1 More Replies
juliechen
by > New Contributor II
  • 40 Views
  • 2 replies
  • 0 kudos

Databricks Genie: Power Users vs. Broad Org Access

Hi everyone,I’m curious if anyone has successfully implemented Databricks Genie (chat/agent) for production use.Currently, we’ve enabled a few Genie instances for power users who are comfortable working with data outside of the data team. However, we...

  • 40 Views
  • 2 replies
  • 0 kudos
Latest Reply
juliechen
New Contributor II
  • 0 kudos

Hi @EmmaThe recommendation was from Genie code as attached below. To me, this is not curated issue, it's 1. maturity of LLM and 2. user prompt quality. I observed several times that users asked questions with confusing perspective, Genie could decode...

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1 More Replies
sharath007
by > New Contributor II
  • 46 Views
  • 5 replies
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SQL Warehouse fails to start — RESOURCE_EXHAUSTED Error

I'm unable to start my SQL warehouse (Serverless) due to a RESOURCE_EXHAUSTED error.Error message: Clusters are failing to launch. Cluster launch will be retried. Request to create a cluster failed with an exception: RESOURCE_EXHAUSTED: Cannot create...

  • 46 Views
  • 5 replies
  • 0 kudos
Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @sharath007, Just checked internally. This specific RESOURCE_EXHAUSTED: Cannot create the resource, please try again later message for a serverless SQL warehouse normally indicates that the backing serverless compute pool has run out of capacity (...

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4 More Replies
Rishabh_Tiwari
by Community Manager
  • 383 Views
  • 6 replies
  • 13 kudos

Databricks Community Champion - April 2026 - Ashwin Varadharajan

Our Community Champion Program has always been about recognizing individuals who consistently show up to support others, share their expertise, and strengthen the Databricks Community. Alongside our customers, we’re equally proud of the incredible co...

Ashwin_Profile_Pic.jpg Ashwin_Profile_Pic.jpg
  • 383 Views
  • 6 replies
  • 13 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 13 kudos

Congrats @Ashwin_DSA , your hard work helps keep the Community thriving! Cheers, Louis.

  • 13 kudos
5 More Replies
Simranpreet
by > New Contributor
  • 234 Views
  • 9 replies
  • 3 kudos

Permission Inquiry for Databricks Course Content

We are an education-based company currently developing a course on Databricks, which we plan to publish on platforms such as YouTube and Udemy for educational purposes.We would like to confirm whether any formal permission is required from Databricks...

  • 234 Views
  • 9 replies
  • 3 kudos
Latest Reply
abhi_dabhi
Databricks Partner
  • 3 kudos

Hi @Simranpreet No formal permission is required to create and sell/publish an independent educational course about Databricks, but there are specific rules you must follow regarding trademarks, logos, and official Databricks course materials.here's ...

  • 3 kudos
8 More Replies
AnonymousK
by > New Contributor
  • 31 Views
  • 0 replies
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Why do you want to migrate from azure synapse analytics or Azure data factory to databricks

It's a simple answer bro. According to our analysis Azure pipelines and not books match process approximately 40% faster than the snaps analytics. If we really want to optimise your pipelines and perform cost optimisations in your team please migrate...

  • 31 Views
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balajij8
by > Contributor
  • 25 Views
  • 0 replies
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Databricks Metric Views - Power BI - BI compatibility mode Removal

BI compatibility mode allows us to query Unity Catalog Metric Views from external BI tools. It allows Databricks to rewrite queries generated by tools like Power BI, ensuring complex metric view logic is executed correctly while appearing as standard...

  • 25 Views
  • 0 replies
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vg33
by > New Contributor
  • 106 Views
  • 1 replies
  • 0 kudos

workspace config

"I am on a Premium AWS trial workspace (dbc-30503d28-2210). I have two issues:Personal access tokens are grayed out and I cannot generate themMy cluster cannot make outbound HTTP requests to external APIs (getting NameResolutionError when calling api...

  • 106 Views
  • 1 replies
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Latest Reply
emma_s
Databricks Employee
  • 0 kudos

Hi, On the personal access tokens greyed out, you need to enable this in the workspace settings. (you'll need to make sure you're a workspace admin first). This is in the advanced setting under workspaces ettings. Are you validating you're a workspa...

  • 0 kudos
LokeshChikuru
by > Databricks Partner
  • 157 Views
  • 4 replies
  • 1 kudos

Databricks integrating with ServiceNow via Lakeflow Connect for data ingestion

Databricks integrating with ServiceNow via Lakeflow Connect for data ingestion and looking for guidance on enforcing integration-user based data access.Observed behaviourU2M OAuth authentication succeeds when ServiceNow access is granted to the works...

  • 157 Views
  • 4 replies
  • 1 kudos
Latest Reply
LokeshChikuru
Databricks Partner
  • 1 kudos

Hi @emma_s I’ve reviewed the setup and wanted to clarify the behavior I’m seeing with the ServiceNow connector and U2M OAuth.The ServiceNow connection was created successfully using a U2M OAuth integration user, and that integration user has admin pe...

  • 1 kudos
3 More Replies
lrm_data
by > New Contributor
  • 102 Views
  • 2 replies
  • 2 kudos

Resolved! **Lakeflow Connect SQL Server — Snapshots Firing Outside Configured Full Refresh Window?**

Has anyone else seen full refresh snapshots trigger outside of their configured refresh window in Lakeflow Connect?Here's our situation:- We have a full refresh window configured to restrict snapshot operations to off-hours- On at least one occasion,...

  • 102 Views
  • 2 replies
  • 2 kudos
Latest Reply
Sumit_7
Honored Contributor III
  • 2 kudos

@lrm_data This is very unlike case for the refresh to be triggered outside the configured window. Though I would still suggest to check the Configured Window and Auto Full Refresh policy once to be sure.If still persists, then you may raise a support...

  • 2 kudos
1 More Replies
lrm_data
by > New Contributor
  • 212 Views
  • 3 replies
  • 0 kudos

Lakeflow Connect - SQL Server - Issues restarting after failure

Has anyone else run into a situation where a breaking schema change on a SQL Server source table leaves their Lakeflow Connect pipeline in a state it can't recover from — even after destroying and recreating the pipeline?Here's what happened to us:- ...

  • 212 Views
  • 3 replies
  • 0 kudos
Latest Reply
lrm_data
New Contributor
  • 0 kudos

Hello @emma_s + @abhi_dabhi ,Thank you so much! I had destroyed the bundle that included schema, ingestion pipeline and gateway. However, I did not clear out SQL Server CDC so that may have been the issue.I plan to leave the current gateway stopped a...

  • 0 kudos
2 More Replies
SahilRana3097
by > Visitor
  • 32 Views
  • 1 replies
  • 0 kudos

Databricks not able to create cluster with Amazon free trial version

Error : Cannot launch the cluster because the user specified an invalid argument.Instance ID: failed-2d901c0f-d88d-499a-aInternal error message: The VM launch request to AWS failed, please check your configuration. [details] InvalidParameterCombinati...

  • 32 Views
  • 1 replies
  • 0 kudos
Latest Reply
DivyaandData
Databricks Employee
  • 0 kudos

The error is coming from AWS, not Databricks: your AWS account is restricted to Free Tier–eligible instance types, but the node type you picked in Databricks maps to an EC2 instance that is not Free Tier–eligible, so AWS rejects the launch request wi...

  • 0 kudos
TX-Aggie-00
by > Databricks Partner
  • 119 Views
  • 2 replies
  • 0 kudos

Sharepoint Connector Site Limitation

Hey All!We are trying out the Beta connector for SharePoint and found that the connector will not work at the root-level site.  Is there a reason for this limitation.  It is unfortunately a hard blocker for us to use the native connector.  MUST_START...

  • 119 Views
  • 2 replies
  • 0 kudos
Latest Reply
saravjeet
Databricks Partner
  • 0 kudos

How you have made the connection, the reason I am asking because, We have two separete tenants (sharepoint in a separate tenant) and databricks setup in a differenet tenant, at the moment we are using the logic app to bring the data into the platform...

  • 0 kudos
1 More Replies
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