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...

376 Posts

Community Articles

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

533 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...

168 Posts

MVP Articles

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

206 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...

453 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...

12 Posts

Activity in Resources

ShamenParis
by > Contributor III
  • 291 Views
  • 1 replies
  • 3 kudos

Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

Most public GitHub repositories for Databricks are just dry code dumps. You get a massive YAML file, a basic README, and are expected to just figure it out.When building production-grade infrastructure, engineers need to see the architecture and unde...

  • 291 Views
  • 1 replies
  • 3 kudos
Latest Reply
bijilsubhash
New Contributor
  • 3 kudos

Super useful stuff!! Thanks @ShamenParis 

  • 3 kudos
DoTA
by > Contributor II
  • 67 Views
  • 0 replies
  • 1 kudos

Databricks Connect + Serverless: Why "Module Not Found" Shows Up Only in CI, Not Interactively

A pattern that shows up repeatedly when people move a working Structured Streaming pipeline from "runs fine in a workspace notebook" to "runs in CI via Databricks Connect against serverless" is a ModuleNotFoundError that only appears in the second co...

  • 67 Views
  • 0 replies
  • 1 kudos
himanshu_ranjan
by Databricks Employee
  • 566 Views
  • 5 replies
  • 4 kudos

DABs Migration Guide: Terraform to the Direct Deployment Engine

This guide covers the migration procedure and several behaviors worth knowing that this migration surfaced in practice. Background and timeline The deployment backend for DABs is moving from the Terraform engine to the new direct deployment engine. T...

dab-guide-cover.png
  • 566 Views
  • 5 replies
  • 4 kudos
Latest Reply
himanshu_ranjan
Databricks Employee
  • 4 kudos

Thanks @-werners-, glad the guide helped. Your question is a bit outside what the blog covers. What you are seeing is a different thing: how the direct engine compares the values your cluster policy fills in each time you plan or deploy. It's a known...

  • 4 kudos
4 More Replies
Tushar_Parekar
by Databricks Employee
  • 739 Views
  • 2 replies
  • 3 kudos

Upcoming Community BrickTalk: Mastering Databricks Genie Capabilities

Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, August 20, 2026! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data...

Bricktalk_final.png
  • 739 Views
  • 2 replies
  • 3 kudos
Latest Reply
Tushar_Parekar
Databricks Employee
  • 3 kudos

Hey Databricks Community!If anyone missed yesterday's awesome BrickTalk session, you can watch it here.

  • 3 kudos
1 More Replies
Tushar_Parekar
by Databricks Employee
  • 333 Views
  • 0 replies
  • 2 kudos

Recording | BrickTalk: Mastering Databricks Genie Capabilities

Mastering Databricks Genie Capabilities with @ChrisChieu, @g_host , and @LingeshK 

Bricktalk_final.png
  • 333 Views
  • 0 replies
  • 2 kudos
Rishabh_Tiwari
by Community Manager
  • 4650 Views
  • 44 replies
  • 70 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
  • 4650 Views
  • 44 replies
  • 70 kudos
Latest Reply
carl3one
New Contributor II
  • 70 kudos

Hi @Rishabh_Tiwari what is the criteria for earning the databricks partner badge?

  • 70 kudos
43 More Replies
Coffee77
by > Honored Contributor III
  • 172 Views
  • 1 replies
  • 2 kudos

🇪🇸 ☕ ¿Cómo organiza Databricks tus datos? | De Unity Catalog a Delta Lake ⚡

Aquí os dejo mi nuevo vídeo sobre Databricks para la comunidad de hablantes en español. Se recorre la arquitectura de datos de Databricks desde el Workspace hasta los archivos Parquet que almacenan físicamente la información.El objetivo no es simplem...

  • 172 Views
  • 1 replies
  • 2 kudos
Latest Reply
Coffee77
Honored Contributor III
  • 2 kudos

Correct video is here: 

  • 2 kudos
Coffee77
by > Honored Contributor III
  • 65 Views
  • 0 replies
  • 1 kudos

☕ Qué es un CLUSTER en Databricks | Tipos, DBR, Serverless, Costes, DBUs y Spot Instances 🇪🇸 🚀

Nuevo video para la comunidad de Databricks en español  Todo el mundo usa clusters en Databricks… pero ¿sabes realmente qué ocurre cuando pulsas RUN?Driver. Workers. DBUs. Serverless. Photon. Autoscaling. Spot Instances…Conceptos que parecen independ...

  • 65 Views
  • 0 replies
  • 1 kudos
BS_THE_ANALYST
by > Databricks Partner
  • 21040 Views
  • 14 replies
  • 35 kudos

Zero to Hero - Data Analysis Certification

Hey everyone, Today I passed my Data Analyst Associate exam! 拾I'd like to say thanks to the Databricks community. The questions that people ask and interactions I've been a part of have been invaluable. Starting tomorrow, I'll be moving onto my data ...

  • 21040 Views
  • 14 replies
  • 35 kudos
Latest Reply
Reeka
New Contributor
  • 35 kudos

Anyone used or recommend Skillcertpro preparation guide for certification ?

  • 35 kudos
13 More Replies
Tushar_Parekar
by Databricks Employee
  • 127 Views
  • 0 replies
  • 0 kudos

Learn Databricks Agent Bricks | Build Enterprise RAG Agents

Databricks Training & Certifications Learn Databricks Agent Bricks                               Build, retrieve, and ship production-ready AI agents on your own data.   Retrieval (RAG) ï§  Knowledge Assistants Vector Search Want to build AI age...

DAT_Stacked_Lock_up_Full_Color_White@2x.png agent_bricks_training_cover_800x800.png
  • 127 Views
  • 0 replies
  • 0 kudos
Tushar_Parekar
by Databricks Employee
  • 131 Views
  • 0 replies
  • 0 kudos

CUSTOMER STORY | From high costs to near real-time insights with Zerobus Ingest

"The lesson for us is not every migration has to save money to be worth it; sometimes it is for reduced operational burden or better latency, sometimes it's both. Zerobus Ingest saved us a lot of money, simplified our stack, and put us on a managed p...

Screenshot 2026-08-19 at 18.42.17.png
  • 131 Views
  • 0 replies
  • 0 kudos
DineshBabuK
by Databricks Employee
  • 399 Views
  • 1 replies
  • 1 kudos

Load Testing Databricks SQL Warehouses with JMeter — Part 1: Inputs and Configuration

Introduction A single query that runs quickly in the SQL editor may not fully reveal how a warehouse behaves when many users query it concurrently. Under concurrent load, queries queue, contend for resources, and exhibit latency that never appears in...

DineshBabuK_0-1785425328682.png part1_image1_fixed.png
  • 399 Views
  • 1 replies
  • 1 kudos
Latest Reply
yit337
Contributor
  • 1 kudos

Great article, very useful indeed.

  • 1 kudos
Nivethan_Venkat
by Databricks MVP
  • 13756 Views
  • 2 replies
  • 7 kudos

[Partner Blog] Introduction to Databricks Lakebase: Unified OLTP+OLAP Engine for AI-Native Workloads

IntroductionMotivationWhat is Databricks Lakebase?Key FeaturesWorking with Lakebase1. Prerequisites:2. Enabling Lakebase:3.Creating a Lakebase Database:4. Authentication:5. Authorisation:6. Using Lakebase data in Analytical load (No ETL):7. Sending L...

Nivethan_Venkat_0-1753348146388.png Nivethan_Venkat_1-1753348317436.png Nivethan_Venkat_0-1753348404135.png Nivethan_Venkat_1-1753348504082.png
  • 13756 Views
  • 2 replies
  • 7 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 7 kudos

Nice writeup! This unified OLTP+OLAP approach solves a lot of headaches we deal with when data is scattered across different systems. The database branching thing caught my eye - having dev environments that work like git branches is a game changer. ...

  • 7 kudos
1 More Replies
Advika
by Community Manager
  • 301 Views
  • 1 replies
  • 5 kudos

🌟 Community Pulse: Your Weekly Roundup! August 10 – 16, 2026

The Weekly Digest • August 10 – 16 Community Pulse Your weekly dose of the best articles, events, and conversations from the community. This Week's Community Stars   The members who showed up and made a difference this week : @Sumit_7 @szymon_...

Untitled design (12).png 1000215824 (1).gif cover (2).png Genie_ImportBI_16_9.png
  • 301 Views
  • 1 replies
  • 5 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 5 kudos

Kudos to all the members and bricksters for their contributions Thanks for sharing/mention @Advika!

  • 5 kudos
AbiolaDavid
by > Databricks MVP
  • 113 Views
  • 0 replies
  • 0 kudos

DATABRICKS.SQL and DATABRICKS.TABLE Functions Debuts in Microsoft Excel

I was genuinely stunned to discover that Excel now supports DATABRICKS.SQL and DATABRICKS.TABLE worksheet functions . For years, analysts and business users have relied on exporting CSVs or building complex connectors to bridge the gap between enterp...

6.PNG 7.PNG
  • 113 Views
  • 0 replies
  • 0 kudos