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FLASH SALE: Save 50% on Summit Training âš¡

Ready to level up your skills before the biggest data and AI event of the year?  From May 27 through June 3, we are cutting prices in half. Expert-led training courses are just $212.50 each! Register for Data + AI Summit today and pick from 20+ hands...

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3 weeks ago
Advanced Learning Festival: 15 June - 06 July 2026

Grow Your Skills and Earn Rewards! Mark your calendar: June 15 – July 6, 2026 Join us for a three-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whethe...

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05-14-2026
FREE TRAINING: Databricks Business Impact Accelerator

Join Our Business Impact Accelerator Sessions! We are thrilled to invite you to the Business Impact Accelerator, a specialized single-session program designed specifically for business professionals, executives, and non-technical teams. If yo...

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a week ago
DAIS registrants: apply for the Apps & Agents for Good Hackathon 2026

Already registered for Data + AI Summit 2026? Join us on Monday, June 15 for the Databricks Apps & Agents for Good Hackathon 2026, hosted in partnership with OpenAI. Secure your spot and apply by Sunday May, 31 Note: Marking RSVP on this Community ...

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05-14-2026
DAIS 2026 Speaker Spotlight Series #19 | Erin Butler

  DAIS 2026 · Speaker Spotlight A conversationwith Erin Butler On why AI in financial services is a business model shift, not a tooling upgrade, and what context plus control actually unlock. The Session Financial Services Industry Forum Date ...

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Thursday
Solution Accelerator Series | Large Language Models (LLMs) for Customer Service Analytics

Customer service teams often need to work with large volumes of unstructured data such as call transcripts, chat messages and other text. The Large Language Models (LLMs) for Customer Service Analytics Solution Accelerator shows how NLP, transformers...

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Tuesday
🌟 Community Pulse: Your Weekly Roundup! June 01 – 07, 2026

The Weekly Digest • June 1 – June 7 Community Pulse Miss something this week? We've got you covered.. This Week's Community Stars   The members who showed up and made a difference this week: @szymon_dybczak @balajij8 @ShamenParis + Top Bricks...

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Tuesday

Community Activity

rohan4data
by > New Contributor
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Databricks Free Edition Suddenly Not Working - June 9

Hello Community,I am using databricks free edition for doing POC(s) of multiple use case.The databricks free edition page is not opening from the morning and I am unable to login.Is there any outage or some issues that is going on right now?Regards,R...

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Latest Reply
rohan4data
New Contributor
  • 1 kudos

Thanks @Brahmareddy  and @Advika  for the follow up. The issue was resolved by itself on the same day after few hours. Not sure why it was happening.

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Ramana
by > Valued Contributor II
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Resolved! Any signed book distributions this year?

Are there any signed book distributions this year?I would love to collect the following, if available at least:https://www.oreilly.com/library/view/high-performance-spark/9781098145842/https://link.springer.com/book/10.1007/978-3-032-01402-3#DAIS2026...

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Latest Reply
Ramana
Valued Contributor II
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On Tuesday (2-2:30 PM), June 16, Dev Lounge has a book signing - Delta Lake: The Definitive Guide

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startran
by > Visitor
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Databricks registration

Hi does anybody know promo discount code for Databricks conference? Thanks we owe you free tickets to DeepTech week afterparty:)

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Ramana
by > Valued Contributor II
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Study Materials for Databricks Context Engineer Associate (Beta) Exam

Hello,I'm planning to take the Databricks Certified Context Engineer Associate – Beta exam at the Summit and wanted to reach out to see if anyone has study materials, notes, or resources they'd recommend reviewing beforehand.For reference, here are t...

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Latest Reply
Advika
Community Manager
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Hello @Ramana, Beyond the official guide and announcement, these seem like useful supplemental resources: Agentic Systems: Deploy and Evaluate RAG Apps with Databricks AIDatabricks docs on authoring/deploying agents on Databricks AppsMCP: Advancing y...

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Brahmareddy
by > Esteemed Contributor II
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Databricks Omnigent Points to the Next Layer of AI Engineering

A lot of AI announcements these days start to sound similar after a while. A new model is better. A new agent is faster. A new framework can do more. And most of the time, the conversation stays focused on the tool itself.That is why Omnigent caught ...

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Tushar_Parekar
by Databricks Employee
  • 236 Views
  • 1 replies
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DAIS 2026 is Almost Here — Meet Us at the Community Booth in Moscone West

  San Francisco · June 15–18, 2026 Data + AI Summit 2026is almost here. Four days. One conference. And a community that turns up for each other, in person and online. Here's exactly where to find us in San Francisco. → Explore the Summit → View the...

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Latest Reply
balajij8
Contributor III
  • 5 kudos

Wishing the community team & speakers an incredible week at the summit. Looking forward to the deep dive sessions especially on advancements in Lakebase, Unity Catalog & AI

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ShyamalaT
by > New Contributor II
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  • 1 replies
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Re: Existing customer of Databricks Academy learners

Hi,I am an existing customer. I have taken few modules from the learning path. So if I want to avail the 50% certification voucher, can I take any one of the learning paths with existing id ? or do I need to create a new id and take it? If I am eligi...

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Latest Reply
balajij8
Contributor III
  • 0 kudos

Hi,You can take the learning paths with existing id. For the Advanced Learning Festival: 15 June - 06 July 2026 initiative, only learning paths and courses completed within the event window count toward earning the 50% discount certification voucher....

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appliable_ai
by > New Contributor
  • 142 Views
  • 1 replies
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Models failing in tutorial

Hello,I am following the "Get started: Build your first machine learning model on Databricks" tutorial, and am getting stuck on "Parallel training using Optuna".When I Search runs to retrieve the best model, the following code fails as there are no m...

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Latest Reply
balajij8
Contributor III
  • 0 kudos

You can change the objective trial code to use optuna & follow the other steps in the tutorial & run the full code seamlessly.Modify objective trial - use optuna in Free edition for serverless auth accommodation.def objective(trial): # Enable autol...

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Brahmareddy
by > Esteemed Contributor II
  • 503 Views
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The Real Problem with AI is Not Intelligence. It is Context.

I have been thinking a lot about something Ali Ghodsi (CEO - Databricks) said recently. In a Bloomberg interview, he stated: "We already have artificial general intelligence. We don't need AI to get smarter. It is just lacking context."After years of...

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Latest Reply
Brahmareddy
Esteemed Contributor II
  • 0 kudos

 I built an interactive experience to go along with this discussion. It lets you toggle context signals on and off and see how AI decisions change in real time.Try it here: aineedscontext.comIt covers four scenarios: grocery reorder decisions, paymen...

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Ganesh85
by > New Contributor
  • 182 Views
  • 4 replies
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create button doesnt work

Hello everyone,I am new to databricks, i created a new free azure account and when i tried to create a new workspace by clicking on the create button on the top right hand corner, nothing happens, i am sure this is some access issue, can someone shed...

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Latest Reply
balajij8
Contributor III
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You can create Git folders (previously Repos) outside the Repos folder for simplified UI and organization. You can go to the home folder and create Git folder if you need to link GitHub or Azure DevOps.

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rvm1975
by > New Contributor II
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How to make different notifications based on target for alert as part of bundle

My task is to make alert notification for prod target to pagerduty and e-mail, rest targets e-mail only.It is very easy for job or pipeline. In target you may define something like:databricks.yml targets: prod: resources: jobs: ma...

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Latest Reply
balajij8
Contributor III
  • 0 kudos

You can follow the same approach of using swapping out the subscriptions (alert subscriptions) based on the target for the alerts. You can follow below & change the alert subscriptions based on targetsTarget Prod alert_subscriptions: - u...

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blue_light
by > New Contributor
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How to request a reasonable accommodation for a certification exam?

How do I request a reasonable accommodation for a certification exam?  I have tried contacting support through every email address and form I can find.  I have not received a response.

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Latest Reply
blue_light
New Contributor
  • 0 kudos

I believe I have used this form already.  How long does it take for support to reply?

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Daniel-Liden
by Databricks Employee
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Multi-Agent Supervisor for Hybrid Retrieval with Agent Bricks and MLflow

California beekeepers lost 21% of their honey bee colonies in the first quarter of 2024, the worst quarter for the state in at least a decade, according to the United States Department of Agriculture National Agricultural Statistics Service (USDA NAS...

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  • 839 Views
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Latest Reply
Daniel-Liden
Databricks Employee
  • 4 kudos

Great questions! (and thanks for reading!) Isn't model-native web search already a form of a model and agent on a retrieval task? Certainly it is! It's less about general retrieval, though, and more about what is being retrieved. Web search retrieves...

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carlos_tasayco
by > Contributor
  • 192 Views
  • 3 replies
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power BI mask function

Hello,My table in databricks is using a function to mask PII columns, in my power BI report I am using import mode.I notice that my report in power BI will have the PII masked depending on the privileges of the user who publish the report, it means i...

  • 192 Views
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Latest Reply
KrisJohannesen
Contributor III
  • 0 kudos

A couple of points below that I think are worth a clarification on the above answer, which is generally correct.- There is no such thing as an UNMASKED privilege. If a masking function is applied, it gets executed no matter what. You can be exempt fr...

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2 More Replies
balajij8
by > Contributor III
  • 227 Views
  • 3 replies
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HealthCare Prior Authorizations with Databricks Lakebase Vector Search

Healthcare organizations possess enormous volumes of care, operational and payer related data. Every care interaction generates information across care notes, diagnosis records, medication histories, imaging reports, claims systems and payer policies...

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  • 3 replies
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Latest Reply
smithsonian
Contributor
  • 0 kudos

Great - let's connect over email - venkat@langguard.ai  Our platform is built on Lakebase, Lakehouse and Unity AI Gateway. We deploy as an App.  

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