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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.
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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...

303 Posts

Community Articles

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

428 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...

159 Posts

MVP Articles

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

146 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...

415 Posts

Community Events

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

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BrickTalks TV

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

8 Posts

Activity in Resources

Advika
by Community Manager
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🌟 Community Pulse: Your Weekly Roundup! May 25 – 31, 2026

The Weekly Digest • May 25 – May 31 Community Pulse Your weekly roundup of top threads, fresh articles, and community wins. This Week's Community Stars   Recognizing the people who kept the community moving forward -- with a new face in the mix ...

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  • 140 Views
  • 1 replies
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Latest Reply
Sumit_7
Esteemed Contributor
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Congratulations to all the contributors for moving the boards Thanks for the mention/sharing @Advika 

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smithsonian
by > Contributor
  • 332 Views
  • 3 replies
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Controlling Agent access to Tools and Tool access to Data Operations

I am building an agentic workflow.  This is a multi agent workflow - Plan, Reason, Act and Synthesize. Each agent has its own access to tools to take ACTIONS on data. Some of these agents are READ only, some can WRITE/UPDATEAll data is resident withi...

  • 332 Views
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Latest Reply
venkat-raghavan
New Contributor III
  • 0 kudos

Hi Ashwin I do want to contrast you stated really well from what is stated or implied in the Service Control policies documentation you shared.You said things1) For write or move actions, I would strongly recommend a controlled execution pattern... p...

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Tushar_Parekar
by Databricks Employee
  • 73 Views
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CUSTOMER STORY | DIRECTV scales conversational analytics with Genie

"With Databricks’ Genie, our team can ask questions in plain language instead of writing SQL, which has simplified how we access data."             - Malav Shah, Director, Data Science, DIRECTV DIRECTV, a leading video and entertainment provider, bui...

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Abiola-David
by > Databricks MVP
  • 64 Views
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Databricks Introduces Column Popularity in Unity Catalog: A Smarter Way to Understand Data Usage

Databricks continues to enhance data governance and observability with the introduction of Column Popularity in Unity Catalog's Catalog Explorer. This new capability provides data teams with visibility into which columns are queried most frequently a...

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Avinash_Narala
by > Databricks Partner
  • 43 Views
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Why Your Delta MERGE is 5x Slower Than an Overwrite (And How to Fix It)

Hey everyone,We’ve all been there: a Delta Lake MERGE job that should take 20 minutes drags on for 90 minutes, while a full overwrite of the same table finishes in under 20. When an overwrite outpaces a selective merge, it's a massive red flag that y...

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Tushar_Parekar
by Databricks Employee
  • 82 Views
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Learning Series | Databricks AI/BI for Self-Service Analytics

Databricks Academy offers the free Databricks AI/BI for Self-Service Analytics course to help business users and analysts find answers in their organization’s data using Databricks One, dashboards, and Genie spaces. Instead of requiring deep technica...

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Tushar_Parekar
by Databricks Employee
  • 368 Views
  • 1 replies
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Community BrickTalk: Using AI to Navigate Unfamiliar Business Data

Hey Databricks Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, June 4! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with dat...

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  • 368 Views
  • 1 replies
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Latest Reply
Tushar_Parekar
Databricks Employee
  • 1 kudos

Last chance to lock in your spot!Don't miss out on tomorrow's BrickTalk! If you're looking to cut through the data noise and start making confident, AI-driven business decisions without the coding jargon, this is the session for you. Happening tomo...

  • 1 kudos
Nidhig631
by > Databricks MVP
  • 566 Views
  • 2 replies
  • 1 kudos

How to enable a custom URL in Azure Databricks?

Azure Databricks now allows organisations to configure a custom URL at the account level, providing a unified and branded access point for all users.Instead of navigating multiple workspace-specific URLs, users can log in once using a single custom U...

  • 566 Views
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Latest Reply
Malthe
Valued Contributor II
  • 1 kudos

The article on Medium includes a diagram that involves Azure Application Gateway, but Databricks' own documentation seems to suggest a quite different setup:https://learn.microsoft.com/en-us/azure/databricks/admin/account-settings/custom-urlAlso, it'...

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WiliamRosa
by > Databricks Partner
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We Reached 500 Members in the São Paulo Databricks User Group

Today, we’re celebrating a very special milestone: the São Paulo Databricks User Group has reached 500 members.More than just a number, these are 500 professionals united by a shared passion for data, AI, analytics, data engineering, and innovation. ...

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ramprakash_bala
by > New Contributor II
  • 207 Views
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How I Passed the Databricks GenAI Engineer Associate — A No-Fluff Study Guide

Hello Everyone, As a Data & Analytics Engineer with experience spanning ETL, data engineering, solution design, and data platform engineering, I currently work Azure Data Ecosystem involving Azure Databricks, Terraform, and CI/CD pipelines — building...

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  • 207 Views
  • 2 replies
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Latest Reply
OscarJ
New Contributor
  • 4 kudos

Really helpful blog, thanks Ramprakash!

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1 More Replies
SergioSchena
by Databricks Employee
  • 79936 Views
  • 13 replies
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How to efficiently ingest Dataverse Common Data Model (CDM) tables with Databricks

Organizations on Microsoft Azure commonly use Microsoft Dynamics 365 as their CRM or ERP application. Leveraging these applications' data for Business Intelligence, Machine Learning, or Artificial Intelligence gives organizations a real competitive ...

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Technical Blog
cdm
dataverse
dynamics
incremental-ingestion
  • 79936 Views
  • 13 replies
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Latest Reply
SergioSchena
Databricks Employee
  • 9 kudos

@Rigobert @sat_db  For schema evolution, the use of the model.json to build the spark schema should allow to cover all the supported cases of schema evolution that do not require a unlink/relink of the table, i.e. data colum type change. If it is pos...

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abhay-jalisatgi
by Databricks Employee
  • 235 Views
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[CUSTOMER BLOG] Enabling Seamless Inbound Data Sharing at Magnite

Introduction In this post, we’ll explore how Magnite and Databricks collaborated to build: A foundation for secure and automated data publishing: a Python wheel file that customers install to set up the share, create the recipient, enable Delta Shari...

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  • 235 Views
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VasaviKS
by Databricks Partner
  • 1435 Views
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[PARTNER BLOG] Access Databricks Data Natively in Excel Using the New Excel Add-in

Introduction If you have spent any time working with enterprise data, you know the struggle: your Lakehouse holds the ground truth, but business stakeholders live in Excel. Until now, bridging that gap meant manual exports, scheduled jobs, or CSV fil...

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Latest Reply
SA_MOV
New Contributor
  • 2 kudos

It works fine but table fields with data type numeric are imported into excel as text formatted fields. It is cumbersome to change formatting for every numeric column. Date fields are imported correctly.

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Tushar_Parekar
by Databricks Employee
  • 159 Views
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Solution Accelerator Series | Recency, Frequency and Monetary (RFM) Segmentation

RFM segmentation helps retail brands use first-party data to better understand their customers based on Recency, Frequency and Monetary value. The Recency, Frequency and Monetary (RFM) Segmentation Solution Accelerator shows how organizations can cal...

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naveen0808
by > New Contributor
  • 93 Views
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Converting stored procedures to PySpark

Hi Everyone,I just publsihed an detailed article in medium for migrating the stored procedures to pyspark #https://medium.com/p/909c5c700ffd?postPublishedType=initial

  • 93 Views
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