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Databricks Advanced Learning Festival: September 16 - October 14 2026

Databricks Advanced Learning Festival September 16 – October 14, 2026 Join us for a four-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whether you are...

  • 206405 Views
  • 332 replies
  • 90 kudos
08-21-2026
Level Up Your Databricks Skills: Learning Paths & Free Live Training

FOR DATABRICKS LEARNERS Two free ways to grow yourDatabricks skills Both are free and live in the Databricks Community. Bookmark the one that fits where you are right now - or use both. 01 LEARNING PATHS Your Path to Certification What it is:...

  • 1120 Views
  • 3 replies
  • 5 kudos
2 weeks ago
Community BrickTalk | Databricks Certification: Did You Know?, What's New, and Where We're Going

Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 8, 2026! Bricktalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with Data...

  • 627 Views
  • 0 replies
  • 2 kudos
a week ago
DATA + AI World Tour 2026

REGISTRATION IS NOW OPEN The Data + AI World Tour is heading your way A free, one-day event on how organizations are building AI they can trust to deliver real outcomes - by grounding models in their own enterprise data and business context. THE...

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  • 0 replies
  • 3 kudos
09-01-2026
Join the Live AI/BI + Genie Launchpad (Oct 6–8)

Free · Hands-on · Instructor-led AI/BI + Genie Launchpad From dashboards your team can trust to answers in plain language with Genie. A three-day arc of live, hands-on sessions, each built for a different role. Join only the day or days that fit you...

  • 410 Views
  • 0 replies
  • 2 kudos
Thursday
Databricks Community Champion - August 2026 - Shamen Paris

Community Champion • Our Community Champion Program celebrates members who consistently contribute their expertise, support fellow practitioners, and help shape a stronger and more collaborative Databricks Community. Every month, we recognize individ...

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  • 6 replies
  • 7 kudos
3 weeks ago

Community Activity

Yogasathyandrun
by > • Contributor II
  • 28 Views
  • 1 replies
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Lakebase CDF/WAL2Delta cannot write to UC managed storage with Private Endpoin

Hi team,I’m currently working with Lakebase Change Data Feed ( #CDF ) and need some guidance on the supported networking architecture.Current setupAzure Databricks workspaceLakebase PostgreSQLLakebase CDF / WAL2Delta enabledCDF destination is a Unity...

  • 28 Views
  • 1 replies
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Latest Reply
adnan_alvee
Databricks Employee
  • 0 kudos

Hi @Yogasathyandrun ,Your diagnosis is correct. As of now, Lakebase CDF/WAL2Delta does not support a Unity Catalog destination whose managed storage is reachable only through an Azure private endpoint with public network access disabled.This is how I...

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M_N
by > • New Contributor
  • 175 Views
  • 3 replies
  • 0 kudos

Certification Support Request #01015865 – No Response Since September 14

Hello,I’m hoping someone from the Databricks Certification Team can help me with an existing support request.I submitted Certification Support request #01015865 on September 14 regarding a concern about my Databricks Certified Data Engineer Associate...

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Latest Reply
M_N
New Contributor
  • 0 kudos

Hi, I wanted to follow up on this post as I still have not received any response or update regarding support request #01015865.The ticket was originally submitted on September 14, and I have also followed up by email, but I have not received a respon...

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2 More Replies
pvrcloudtech
by > • New Contributor
  • 128 Views
  • 3 replies
  • 0 kudos

Databricks SDP (Spark declarative Pipelins) Overwrite table

1) Consider I have orders folder which orders_1.csv file  and it is loaded to orders tables orders/                 ============> load to order table      orders_1.csv  2) next day new file (orders_2.csv) arrived orders/                       =======...

  • 128 Views
  • 3 replies
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Latest Reply
AbhilashNagilla
Databricks Employee
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If each file is a full snapshot, use AUTO CDC FROM SNAPSHOT with SCD Type 1; it processes files in numeric order and makes the target match the latest snapshot, including deleting absent keys (version-function example, snapshot API). Use this code in...

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2 More Replies
Innuendo84
by > • Databricks Partner
  • 71 Views
  • 5 replies
  • 1 kudos

Problems with jobs / GIT repo

I'm having problems with using jobs together with GIT.I have created a job that hasType - NotebookSource - Git provider (main),Path "jobs/base/INIT_PROCESSING"I can access the jupyter notebook without any problems. Each push to the repo can be read i...

  • 71 Views
  • 5 replies
  • 1 kudos
Latest Reply
juanlozadab
New Contributor III
  • 1 kudos

I think there might be another thing worth checking before adding the extra repo pull task.In the job YAML you posted, the Git source is using:git_branch: mainbut in the code you posted later you're explicitly pulling:BRANCH = "develop"So I'd first c...

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4 More Replies
prachi_bari
by • Databricks Employee
  • 91 Views
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TokenMaxing to ValueMaxing with Databricks

TL;DR: Teams are TokenMaxing, measuring success by tokens consumed, and two things go wrong at once: spend climbs and visibility does not. Both are solvable on Databricks. Route every model and agent call through the Unity Gateway and each call becom...

prachi_bari_0-1789584054567.png prachi_bari_1-1789584054567.png prachi_bari_2-1789584054567.png prachi_bari_3-1789584054568.png
  • 91 Views
  • 0 replies
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Tushar_Parekar
by • Databricks Employee
  • 61 Views
  • 0 replies
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CUSTOMER STORY | PicPay automates fraud triage with Databricks Genie Agents

“Genie Agents made our risk management more agile and efficient, helping us to identify and prioritize potentially fraudulent transactions.” -  Flávio Arena, Tech Manager, PicPay PicPay, one of Brazil’s leading digital banks, uses statistical anomaly...

Picpay.png
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idk-arsh
by > • New Contributor
  • 74 Views
  • 1 replies
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I built an open-source check that stops AI agents from inventing column names in SQL.

I work on data pipelines. The most common way I see Claude Code and Cursor break SQL is dull. They write against the schema they think exists. The README is stale, or they copy `customer_id` from an old query when the real column is `customerid`. The...

  • 74 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sanjeeb2024
Valued Contributor II
  • 0 kudos

Thanks for sharing this. In high level, it is a tool for the agent which will validate the schema and take an action. One question how do we maintain the freshness of the schema, for an example if there is any change in the column name or data type, ...

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sshekar
by > • New Contributor
  • 109 Views
  • 1 replies
  • 0 kudos

Your exam is being suspended for non-compliance with requirement set by test sponsor

My exam was suspended before I could even start it. I submitted a support ticket that stated I would receive a response within 24–48 hours, but it has now been over 96 hours. I also replied directly to the ticket confirmation email, but I still haven...

  • 109 Views
  • 1 replies
  • 0 kudos
Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @sshekar , Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community. Thanks & Regards,@cert-ops

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Jyoti492
by > • New Contributor II
  • 1018 Views
  • 6 replies
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Resolved! Certificate not received for Data Engineer Associate completed on 15th May

I passed my certificate on 15th May still no credentials received yet , even checked on credentialsI even submitted a support ticket but no response at all can someone take a look to it as I have to submit the certificate in my company.

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  • 6 replies
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Latest Reply
vivek_1969
New Contributor
  • 0 kudos

Your request #01033969

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5 More Replies
ManishAnand
by > • New Contributor
  • 83 Views
  • 1 replies
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Rescheduled my exam of My Data Brick ML Engineer Associate Exam

Hi Support Team,Dear Support Team,I had booked my Databricks ML Engineer Associate exam for 2 October at 12:00 PM IST. Unfortunately, I was unable to start the exam due to network and system-related issues.I raised a support ticket request #01032912 ...

  • 83 Views
  • 1 replies
  • 0 kudos
Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @ManishAnand ,Sorry to hear you missed your exam window. Thank you for filling the ticket with our support team so they can review the case and determine next steps. Please note that we cannot provide support via community.Thanks & Regards,@cer...

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vivek_1969
by > • New Contributor
  • 98 Views
  • 1 replies
  • 0 kudos

Certificate Not Received After Passing Databricks Certification Exam

 Hello Support Team,I successfully completed and passed my Databricks certification exam on 28 September 2026. However, as of 04 October 2026, I have not yet received my certificate, and it is not visible in my Webassessor/Credentials portal.Exam Sta...

  • 98 Views
  • 1 replies
  • 0 kudos
Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @vivek_1969 , It can take up to 48 hours for badges/ certificates to be issued. Also please check your spam just in case it went there. If you do not receive your badge in 48 hours, please file a ticket with our support team. Please also provid...

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epandya
by • Databricks Employee
  • 111 Views
  • 0 replies
  • 0 kudos

Build Your First Databricks App with Codex: A Practical Setup Guide

Build Your First Databricks App with Codex: A Practical Setup Guide AI coding agents can help data practitioners move from an idea to a working application without spending days learning every detail of a new Python or JavaScript framework, deploymen...

databricks-app-codex-cover.png
  • 111 Views
  • 0 replies
  • 0 kudos
epandya
by • Databricks Employee
  • 117 Views
  • 0 replies
  • 0 kudos

How to choose the right AI agent path on Databricks

There is no single one-size-fits-all “Databricks agent” experience, because agents can be designed to solve any number of business challenges. You may want a governed agent that understands a specific business domain, a highly customized agentic appl...

epandya_0-1789499951583.png Screenshot 2026-09-15 at 3.16.14 PM.png
  • 117 Views
  • 0 replies
  • 0 kudos
shalaby120
by > • New Contributor
  • 75 Views
  • 1 replies
  • 0 kudos

Exams with additional fees are included?

Hello, I knew that codes would be distributed on 10-19-2026; however, I didn't complete the exams with additional fees. Therefore, will I be eligible for the discount codes? 

  • 75 Views
  • 1 replies
  • 0 kudos
Latest Reply
nativi34mean
  • 0 kudos

you missed completing the requirement or paid late, it is recommended to reach out directly to the platform's support or customer service team to see if any exceptions or alternative options are available.   

  • 0 kudos
ShwetaD
by > • New Contributor
  • 109 Views
  • 1 replies
  • 1 kudos

PowerBI refresh disabled

I get the error: Scheduled refresh is disabled because at least one data source is missing credentials. To start the refresh again, go to this dataset's settings page and enter credentials for all data sources. Then reactivate scheduled refresh. Howe...

  • 109 Views
  • 1 replies
  • 1 kudos
Latest Reply
cassie258elks
  • 1 kudos

Even though your data sources appear connected, Power BI frequently disables scheduled refreshes due to an expired OAuth token, a recent password change, or a minor shift in the underlying connection string. To resolve this, go to the dataset's Setti...

  • 1 kudos
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Latest from our Blog

TokenMaxing to ValueMaxing with Databricks

TL;DR: Teams are TokenMaxing, measuring success by tokens consumed, and two things go wrong at once: spend climbs and visibility does not. Both are solvable on Databricks. Route every model and agent ...

91Views 0kudos

How to choose the right AI agent path on Databricks

There is no single one-size-fits-all “Databricks agent” experience, because agents can be designed to solve any number of business challenges. You may want a governed agent that understands a specific...

117Views 0kudos