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Databricks AMER Learning Festival | Virtual Training

VIRTUAL TRAINING Time: AMER Aug 19 – Aug 20, 2026 | 9:00 AM PT / 12:00 PM ET Register for the Workshop Note: Marking RSVP on this Community event does not register you for the workshop. Please use the Register button above to complete your registr...

  • 1728 Views
  • 1 replies
  • 6 kudos
2 weeks ago
Congratulations Databricks Partners! You're Now Officially Recognized in the Databricks Community

Congratulations to all members who have received the new Databricks Partner badge! Your badge recognizes your affiliation with the Databricks Partner ecosystem and helps community members quickly identify trusted partner professionals across discuss...

  • 2446 Views
  • 25 replies
  • 8 kudos
2 weeks ago
Govern AI Spend at Scale: A Data-Driven Approach to AI Governance | Webinar

WEBINARTime:AMER - Aug 13, 10:00 AM PT / 1:00 PM ETEMEA - Aug 13, 9:00 AM GMT / 10:00 AM BST / 11:00 AM CESTAPAC - Aug 13, 9:30 AM IST / 12 PM SGT / 1PM JST/KST / 2 PM AEST (Japanese and Korean captions available) Register for the Workshop Note: M...

  • 707 Views
  • 0 replies
  • 1 kudos
2 weeks ago
Introducing the Genie Hub: Ask Questions, Share Builds, and Master Conversational Analytics

New in Community Say hello to the Genie Hub Your questions about Databricks Genie, answered by the people actually building with it. Ask the community anything about Genie… Ask → Genie runs on plain-language conversation - you ask, it answers f...

  • 968 Views
  • 1 replies
  • 5 kudos
3 weeks ago
📌‌ Complete Your Profile – Help Others Get to Know You

Community Ask   Hey Community!  Your Databricks Community profile is often the first thing other members see when they come across your posts, solutions, blogs, or event participation. A complete profile helps other members understand who you are,...

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  • 0 replies
  • 4 kudos
07-07-2026
How to Optimize Your Content for GEO: Best Practices for Writing Discoverable Community Content

Help Your Knowledge Reach More People Every Technical Blog, Community Article, MVP article, or answer you share can help someone beyond the Databricks Community. Small improvements in how you write can make your content easier to discover through C...

  • 1544 Views
  • 1 replies
  • 4 kudos
4 weeks ago
Solution Accelerator Series | Real-Time Bidding Optimization

In programmatic advertising, the value of an impression depends on whether an ad is viewed by a user. The Real-Time Bidding Optimization Solution Accelerator shows how to predict ad viewability and use those insights to optimize bidding strategies, m...

  • 254 Views
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  • 0 kudos
Tuesday
🌟 Community Pulse: Your Weekly Roundup! July 20 – August 02, 2026

The Weekly Digest • July 20 – August 2 Community Pulse From technical deep-dives to trending discussions – your community digest is here.  OUR STANDOUT COMMUNITY STARS   Celebrating the members who made a difference this period : @balajij8 @bin...

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  • 3 kudos
Tuesday

Community Activity

Hubert-Dudek
by Databricks MVP
  • 31 Views
  • 0 replies
  • 0 kudos

RT Lakehouse - impossible?

x10 performance,x100 concurrency,price the same,impossible?not in databricks see benchmark https://www.sunnydata.ai/blog/databricks-rt-lakehouse-benchmark-results  

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  • 31 Views
  • 0 replies
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ArshveerSingh78
by > New Contributor II
  • 3469 Views
  • 4 replies
  • 4 kudos

Resolved! Certification Coupons

I’m planning to take the Databricks Data Engineer Associate certification and wanted to check if there are any official discounts, student offers, or promotional coupons available to reduce the exam fee.As managing certification costs is important fo...

  • 3469 Views
  • 4 replies
  • 4 kudos
Latest Reply
7eja_Databricks
New Contributor II
  • 4 kudos

I still haven't received the "Certification Voucher" for the June-July advance learning festival. Has anyone received?

  • 4 kudos
3 More Replies
Daniel_B
by > New Contributor II
  • 226 Views
  • 10 replies
  • 0 kudos

Feedback on Deploy Workloads with Lakeflow Jobs SPL

Hi,I cannot find a feedback option in the course itself so I'll share here;Section: Creating and Scheduling JobsThis section confuses the parameter hierarchy which is not good as understanding the parameter hierarchy is crucial for effective job desi...

  • 226 Views
  • 10 replies
  • 0 kudos
Latest Reply
Daniel_B
New Contributor II
  • 0 kudos

The video doesn't match the lab notebook.Video: Notebook: 

  • 0 kudos
9 More Replies
AmitDECopilot
by > Contributor
  • 72 Views
  • 0 replies
  • 0 kudos

Change Data Feed on Materialized Views Why I Think This Is More Than an Incremental Processing

 One interesting way to look at CDF on Materialized Views is the difference between source-level change and business-level change.CDC might tell us that five banking transactions changed. But after those transactions pass through our transformations,...

  • 72 Views
  • 0 replies
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Cert-Team
by Databricks Employee
  • 157059 Views
  • 238 replies
  • 24 kudos

Resolved! Databricks Certification Exam Suspended? Our Support Team Can Help

Taking exams is so stressful already, and if your exam gets suspended it is extra stressful. Don't worry! Our support team is awesome and will help you get back on track. The most important step is to file a ticket in our Help Center. Be sure to inc...

  • 157059 Views
  • 238 replies
  • 24 kudos
Latest Reply
SiddharthPorwal
  • 24 kudos

Hi @Cert-Team and @cert-ops I am seeking help regarding an issue I faced with my Databricks Certified Data Engineer Associate certification exam and would appreciate any guidance or assistance from the Databricks team. I had scheduled my exam for 2nd...

  • 24 kudos
237 More Replies
DataCloudy
by > New Contributor II
  • 303 Views
  • 1 replies
  • 0 kudos

New Dashboard for monitoring Genie Usage and Costs

Sharing my new dashboard for tracking Genie usage and costs, any suggestions for improvements and features are welcome.The current version displays and aggregates Genie LLM costs, free & billable DBU consumptions, and code interactions per user on a ...

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Community Articles
costs
dubs
finops
Genie
monitoring
  • 303 Views
  • 1 replies
  • 0 kudos
Latest Reply
DataCloudy
New Contributor II
  • 0 kudos

New functionality was added to the dashboard to account for the Genie Agents and Genie One promotion:Filters available across all pages:Workspace ID: Scope to one or more workspace(s)Date Range: Restrict the time window for daily and monthly chartsGe...

  • 0 kudos
tomodachilifero
by > New Contributor
  • 169 Views
  • 2 replies
  • 0 kudos

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 ...

  • 169 Views
  • 2 replies
  • 0 kudos
Latest Reply
WilliamCarter
New Contributor
  • 0 kudos

Databricks can be a powerful option for analyzing gaming website traffic and search trends because it lets you bring together large volumes of data and analyze them in one place.Start by collecting data from sources such as Google Analytics, Google S...

  • 0 kudos
1 More Replies
Rishabh_Tiwari
by Community Manager
  • 2446 Views
  • 25 replies
  • 46 kudos

Congratulations Databricks Partners! You're Now Officially Recognized in the Databricks Community

Congratulations to all members who have received the new Databricks Partner badge! Your badge recognizes your affiliation with the Databricks Partner ecosystem and helps community members quickly identify trusted partner professionals across discuss...

community-page-partner-icon-2x.png community-page-partner-icon-2x.png
  • 2446 Views
  • 25 replies
  • 46 kudos
Latest Reply
rkhand14_ltm
New Contributor
  • 46 kudos

@Rishabh_Tiwari  Can i follow up on below request -  I don't currently see the Databricks Partner badge on my community profile. I am working with LTM (formerly known as LTIMINDTREE)Could you please verify my eligibility and help enable the Partner b...

  • 46 kudos
24 More Replies
Vasu9
by > New Contributor
  • 70 Views
  • 0 replies
  • 0 kudos

Request for Databricks Associate Engineering Exam Voucher

Hello,I have completed all four modules of the Databricks Associate Engineering course, but I have not received the exam voucher yet.Could you please check and let me know if the voucher has been issued? I have also checked my email inbox, spam, and ...

  • 70 Views
  • 0 replies
  • 0 kudos
AbiolaDavid
by > Databricks MVP
  • 80 Views
  • 0 replies
  • 0 kudos

From Spreadsheets to Insights: How Genie One Transforms Excel

Picture this: you’re sitting in front of Excel, staring at rows of numbers. You know the answers are in there somewhere—revenue trends, customer behavior, performance metrics—but pulling them out means writing queries, exporting data, or switching be...

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  • 80 Views
  • 0 replies
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medoccs
by > New Contributor
  • 95 Views
  • 0 replies
  • 0 kudos

[Email: medoccstore@gmail.com] bu.y nembutal pentobarbital online in UK, Birmingham,LONDON

[Email: medoccstore@gmail.com] bu.y nembutal pentobarbital online in UK, Birmingham,LONDON

  • 95 Views
  • 0 replies
  • 0 kudos
snicholson
by > New Contributor II
  • 117 Views
  • 0 replies
  • 0 kudos

Getting on-premises SQL Server data into Databricks: the networking is the hard part

Most of the guidance on getting SQL Server data into Databricks quietly assumes the SQL Server is already in Azure. If it is, the managed connector story is easy. But on a lot of real projects the database is sitting on-premises, in a data centre tha...

  • 117 Views
  • 0 replies
  • 0 kudos
medoccs
by > New Contributor
  • 79 Views
  • 0 replies
  • 0 kudos

[Email: medoccstore@gmail.com] Bu.y nembutal online UK

[Email: medoccstore@gmail.com] how to bu.y nembutal online UK, EUROPE ?

  • 79 Views
  • 0 replies
  • 0 kudos
medoccs
by > New Contributor
  • 86 Views
  • 0 replies
  • 0 kudos

[Email: medoccstore@gmail.com] bu.y nembutal online USA

[Email: medoccstore@gmail.com] Legit vendor if you bu.y nembutal online USA

  • 86 Views
  • 0 replies
  • 0 kudos
ayushpattnaik
by > New Contributor
  • 124 Views
  • 0 replies
  • 1 kudos

Is it safe to expose JWT in Databricks Job?

There is an usecase where I want to verify/extract the job caller identity in the job runtime of databricks. The job run_as and creator parameter seems to be fixed at the job configuration and doesn't reflect/update who actually triggered a job run.A...

  • 124 Views
  • 0 replies
  • 1 kudos
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Building Custom Apps on Lakehouse

Every time you copy lakehouse data into an app-side database, you create another system to maintain, another copy to secure, and another pipeline to debug at 2 AM. But that is exactly what teams do wh...

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