cancel
Showing results for 
Search instead for 
Did you mean: 
Resources
Explore a comprehensive repository of resources on the Databricks Community. Access tutorials, guides, webinars, and more to enhance your skills in data analytics and machine learning.
cancel
Showing results for 
Search instead for 
Did you mean: 

Browse the Community

Get Started Resources

Explore essential resources to kickstart your journey with Databricks. Access tutorials, guides, and...

0 Posts

Announcements

Stay up-to-date with the latest announcements from Databricks. Learn about product updates, new feat...

359 Posts

Community Articles

Dive into a collaborative space where members like YOU can exchange knowledge, tips, and best practi...

506 Posts

Databricks TV

Community-produced videos to help you leverage Databricks in your Data & AI journey. Tune in to expl...

188 Posts

Learning Events

Stay updated on Databricks Learning events, including webinars, conferences, and workshops. Discover...

165 Posts

MVP Articles

This page brings together externally published articles written by our MVPs. Discover expert perspec...

196 Posts

Product Platform Updates

Stay informed about the latest updates and enhancements to the Databricks platform. Learn about new ...

21 Posts

Support FAQs

Find answers to common questions and troubleshoot issues with Databricks support FAQs. Access helpfu...

19 Posts

Technical Blog

Explore in-depth articles, tutorials, and insights on data analytics and machine learning in the Dat...

438 Posts

Community Events

Find upcoming meetups hosted by Databricks User Groups, and see what’s happening near you.

0 Posts

BrickTalks TV

Brickstalk TV is a hub for on-demand technical sessions led by Databricks employees, featuring recor...

11 Posts

Activity in Resources

Tushar_Parekar
by Databricks Employee
  • 149 Views
  • 1 replies
  • 0 kudos

Recording | BrickTalk: Sports Analytics - Turning Tracking Data into Real-Time AI Decisions

Learn to convert tracking data into real-time sports AI decisions with @NickRagonese and @kushpatel 

Bricktalk_final.png
  • 149 Views
  • 1 replies
  • 0 kudos
Latest Reply
ImRaNM-001
New Contributor II
  • 0 kudos

How to get notified when there are announcements / new posts or articles? I'm not familiar with a subscribe option if exists in this community forum 

  • 0 kudos
himoshi
by > New Contributor II
  • 7860 Views
  • 4 replies
  • 0 kudos

Error code 403 - Invalid access to Org

I am trying to make a GET /api/2.1/jobs/list call in a Notebook to get a list of all jobs in my workspace but am unable to do so due to a 403 "Invalid access to Org" error message. I am using a new PAT and the endpoint is correct. I also have workspa...

  • 7860 Views
  • 4 replies
  • 0 kudos
Latest Reply
abat-659
New Contributor
  • 0 kudos

I don't know if this issue has been resolved yet, but I found the solution. Even if your credentials have workspace admin access, you must check if the service principal you are using lacks workspace-level access permissions.

  • 0 kudos
3 More Replies
Rishabh_Tiwari
by Community Manager
  • 889 Views
  • 12 replies
  • 41 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
  • 889 Views
  • 12 replies
  • 41 kudos
Latest Reply
ThomazNeto
Databricks Partner
  • 41 kudos

Sou parceiro da Databricks, mas não vejo o selo de parceiro

  • 41 kudos
11 More Replies
irinaplacinta
by Databricks Employee
  • 38125 Views
  • 4 replies
  • 12 kudos

Top 10 code mistakes that degrade your Spark performance

Authors: Irina Placinta, Resident Solutions Architect @ Databricks     Canan Girgin, Senior Solutions Consultant @ Databricks Apache Spark is a powerful engine for big data processing, but small coding mistakes can lead to significant performance d...

image (5).png Screenshot 2025-05-08 at 13.20.18.png irinaplacinta_2-1746706693531.png irinaplacinta_3-1746707338595.png
  • 38125 Views
  • 4 replies
  • 12 kudos
Latest Reply
belrash
New Contributor
  • 12 kudos

Thank you , so much to learn and unlearn! 

  • 12 kudos
3 More Replies
jessdarnell
by Databricks Employee
  • 140 Views
  • 0 replies
  • 1 kudos

Share your Genie story for a $50 gift card!

How do YOU Genie? We’d love to hear how you use Genie to take action on your data, automate work, get insights on the go, and collaborate with your teammates.If you have a Genie story, please share it via this link and receive a $50 Amazon gift card ...

Share your ideas about Databricks (4).png
  • 140 Views
  • 0 replies
  • 1 kudos
Tushar_Parekar
by Databricks Employee
  • 139 Views
  • 0 replies
  • 0 kudos

CUSTOMER STORY | AI-native segment discovery for customer intelligence

"Databricks + Neuralift instantly uncovered entirely new understanding from our data that pinpoints the precise drivers and touchpoints for different players that will lift our KPIs across the board."                                          - Angie ...

Screenshot 2026-07-30 at 17.40.42.png
  • 139 Views
  • 0 replies
  • 0 kudos
MandyR
by Community Manager
  • 1165 Views
  • 1 replies
  • 8 kudos
  • 1165 Views
  • 1 replies
  • 8 kudos
Latest Reply
AshaHiremath
New Contributor II
  • 8 kudos

Hi team, This was an awesome session. Databricks also announce realtimetrigger() which gives latency of less than a second.  Do we see Zerobus as a replacement to realtimeTrigger() ?Could you please share the links for repo of Zerobus. Kind Regards,A...

  • 8 kudos
Vicky_Bukta_DB
by Databricks Employee
  • 379 Views
  • 0 replies
  • 0 kudos

Try the new Zerobus Rescue Column: Choose-Your-Own-Adventure Schema Management (Beta)

It is Friday afternoon. An upstream team ships a harmless-looking change: they add a region field to the events your service already emits, and somewhere along the way, a sensor starts reporting temperature as "72F" instead of 72. You did not write ...

Gemini_Generated_Image_8qnkgv8qnkgv8qnk.png Vicky_Bukta_DB_0-1785344147290.png Gemini_Generated_Image_8qnkgv8qnkgv8qnk.png
  • 379 Views
  • 0 replies
  • 0 kudos
Hubert-Dudek
by Databricks MVP
  • 113 Views
  • 0 replies
  • 0 kudos

CLI Version Check

Not yet an automatic update, but at least we can check whether our CLI version is up to date. #databricks My blog post with news: https://databrickster.medium.com/databricks-news-dabs-indexes-ltap-genie-last-update-25-july-ffac8533774f

clicheckl.png
  • 113 Views
  • 0 replies
  • 0 kudos
Tushar_Parekar
by Databricks Employee
  • 1196 Views
  • 3 replies
  • 7 kudos

Upcoming Community BrickTalk | Sports Analytics: Turning Tracking Data into Real-Time AI Decisions

Hey Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, July 30! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and AI, ...

Bricktalk_final.png
  • 1196 Views
  • 3 replies
  • 7 kudos
Latest Reply
Tushar_Parekar
Databricks Employee
  • 7 kudos

Last chance to lock in your spot! Join us tomorrow, July 30, for our free Community BrickTalk on turning sports tracking data into real-time AI decisions, register here to save your seat before time runs out.

  • 7 kudos
2 More Replies
DataCloudy
by > New Contributor
  • 150 Views
  • 0 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 ...

S.png
Community Articles
costs
dubs
finops
Genie
monitoring
  • 150 Views
  • 0 replies
  • 0 kudos
Tushar_Parekar
by Databricks Employee
  • 686 Views
  • 5 replies
  • 2 kudos

Learning Series | AI/BI for Data Analysts

Databricks Academy offers the free AI/BI for Data Analysts course to help data analysts use AI/BI Dashboards and AI/BI Genie for business intelligence on the Databricks platform. It focuses on practical skills for designing dashboards, creating Genie...

Learning Series (800 x 800 px) (6).png
  • 686 Views
  • 5 replies
  • 2 kudos
Latest Reply
EdSac
New Contributor II
  • 2 kudos

the course really isn't "FREE" is it??

  • 2 kudos
4 More Replies
Taras_Chaikovsk
by Databricks Employee
  • 8661 Views
  • 4 replies
  • 11 kudos

Integration Testing for Lakeflow Jobs with Pytest and Databricks Connect

Introduction Databricks Lakeflow enables data teams to design and operate data pipelines at scale, where speed and reliability directly influence the time to market for insights. As pipeline complexity grows, test automation becomes essential to main...

Taras_Chaikovsk_0-1765466452035.png Taras_Chaikovsk_1-1765466452036.png Taras_Chaikovsk_2-1765466452037.png Taras_Chaikovsk_3-1765466452037.png
  • 8661 Views
  • 4 replies
  • 11 kudos
Latest Reply
Taras_Chaikovsk
Databricks Employee
  • 11 kudos

Hi @yit337/@de_ig , good news - Part 2 is out! It extends this blueprint to Spark Declarative Pipelines. Have a look!  

  • 11 kudos
3 More Replies
Advika
by Community Manager
  • 617 Views
  • 1 replies
  • 3 kudos

🌟 Community Pulse: Your Weekly Roundup! July 13 – 19, 2026

The Weekly Digest • July 13 – July 19 Community Pulse Another week, another wave of knowledge. Here's what the community built... This Week's Community Stars   Shoutout to this week's standout contributors – and a special welcome to a first-time...

Untitled design (12).png Screenshot 2026-07-14 at 12.45.22.png 00_cover.jpg ChatGPT Image 14. Juli 2026, 09_50_22.png
  • 617 Views
  • 1 replies
  • 3 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 3 kudos

Kudos to the Community Star & Bricksters 

  • 3 kudos
Taras_Chaikovsk
by Databricks Employee
  • 373 Views
  • 0 replies
  • 1 kudos

From Experiment to Prod: LakeFlow Spark Declarative Pipelines Testing Blueprint

Introduction In Part 1 of this series, Integration Testing for LakeFlow Jobs with Pytest and Databricks Connect, we built a blueprint for testing LakeFlow Jobs: deploy the job, trigger it from pytest, and assert on the results with Databricks Connect...

sdp-flow-diagram.png sdp-ephemeral-pipeline-annotated.png
  • 373 Views
  • 0 replies
  • 1 kudos