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✈️ 9 Cities, 1 Epic November: The Data + AI World Tour is Here!

NOVEMBER · THE TOUR IS ON THE MOVE Nine stops. Three regions.One epic November. THIS MONTH'S ROUTE Munich → Atlanta → Amsterdam → London → Toronto → Los Angeles (Anaheim) → New York City → Milan → Tokyo A free, one-day event on how organizations...

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2 weeks ago
DATA + AI LIVE | Context Is Just the Beginning: Meet your data smart AI coworker

DATA + AI LIVE Time: AMER Nov 11 / 9 AM PT / 12 PM ET APAC Nov 12 / 9:30 AM IST / 12 PM SGT / 1 PM JST-KST / 3 PM AEDT EMEA Nov 17 / 9 AM GMT / 10 AM CET Register for the Workshop Note: Marking RSVP on this Community event does not register you fo...

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3 weeks 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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09-01-2026
AI/BI + Genie Launchpad (Nov 3-5) | Free Hands-On Training

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...

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2 weeks ago
Solution Accelerator Series | Responsible Gaming

Responsible gaming initiatives are becoming increasingly important as regulation, gameplay experiences and the betting and gaming industry continue to expand. The Responsible Gaming Solution Accelerator, developed in partnership with AWS, shows how t...

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3 weeks ago
🌟 Community Pulse: Your Community Roundup! September 14 – October 11, 2026

Recap • September 14 – October 11 Community Pulse Four weeks of articles, learning content, and conversations – the highlights, all in one read. Community Stars   The members who showed up and made a real difference : @ivanvyd @data_pulse @Tho...

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4 weeks ago

Community Activity

pss20
by > • New Contributor
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Databricks exam got suspended. Need urgent help

Hello Team, I faced multiple interruptions and challenges while attempting my certification, The exam got paused automatically without any violation,i had also contacted kryterion, but they told Databricks could only help on this issue. Eventually my...

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Latest Reply
pss20
New Contributor
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@cert-ops Still I haven’t received any response to my support ticket, please help.

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Daniel_B
by > • Contributor
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DevOps Fundamentals: Lecture - Deploying Databricks Assets Overview

I cannot make sense of this sentence:By treating Databricks resources as code, DABs enables peer review through standard Git Lakeflow Jobs like pull requestsThere are other problems with this lecture that light review or AI review would easily catch....

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Daniel_B
Contributor
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What does this sentence mean?In the next demo, you will perform how to deploy the Project.This one's interesting:Code and integration tests are deploy to stagingHere's another:Configure service principles, kick off jobs, and other tasks

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dbernstein_tp
by > • Contributor III
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MS Fabric Direct Lake, works with delta tables only?

Lately we started using Direct Lake to use the results of our ingestion pipelines (gold tables) in PBI dashboards. This is working ok but has one annoying and troublesome issue. Which is: the gold tables are the end result of declarative pipelines so...

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suranga
Databricks Partner
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Hi @dbernstein_tp,Thanks for testing all of that and reporting back. Good to know deletion vectors didn't upset Direct Lake.I think your two findings are really the same problem. If most of the gold MVs are fully recomputed on every update, each refr...

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Kirankumarbs
by > • Honored Contributor
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Memory Profiling

How do you debug OOM on long-running streaming jobs?Hi All,One of my Structured Streaming jobs has started dying with OutOfMemoryError. Runs fine for about approx 40 hours, then falls over, restarts, and does the same thing again. I had introduced fe...

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suranga
Databricks Partner
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Hi Kiran,A heap that climbs steadily for 40 hours while GC gets worse looks like something holding on to memory, not a job that was always borderline. More memory would mostly move the crash from 40 hours to 80.How I tell the two apart:- Watch the fl...

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juanlozadab
by > • Contributor
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Delivery Expert badge not received – Data Governance & Security

Hi everyone! I completed all the courses in the Data Governance & Security learning plan and hold the Databricks Certified Data Engineer Professional certification, which meets the certification prerequisite.It’s been more than 72 hours, but I haven’...

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fleur
by > • New Contributor
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Certification Budget Share

Registering an exam though another account not registered under my name works? 

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Latest Reply
VladTamas
New Contributor III
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Short answer: No — register and sit the exam under your own Webassessor account, with your legal first and last name matching your government ID. Sharing someone else's account (or registering under a name that isn't yours) breaks Kryterion identity ...

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MikeGo
by > • Valued Contributor
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Zerobus to lakebase

Hi,Is there a plan to make lakebase as destination of Zerobus?Thanks.

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Latest Reply
DB1To3
Valued Contributor
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Did you watch the Bricktalks from last week about zerobus?https://community.databricks.com/t5/bricktalks-tv/recording-bricktalk-zerobus-ingest-amp-cdc-workflows/ba-p/175761Your question came up in the Q&A.Vicky Bukta is the PM and based on what I hea...

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Daniel_B
by > • Contributor
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DevOps Fundamentals: General problem with SCORM modules being marked as completed

This is how I can reliably get the course to recognised I've read a lecture.1. Read the lecture spending several minutes2. Click close X -> the lecture is NOT marked as done3. Resume the lecture4. Immediately click close X -> This marks the lecture a...

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Latest Reply
tara096morgan
New Contributor II
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Hello, If i am not wrong , it can be fixed so lectures are marked as completed !

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billpchie
by > • New Contributor II
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Databricks Unity Catalog JDBC Connection: Can properties reference Databricks Secrets

I'm creating a JDBC connection in Databricks Unity Catalog to connect to Trino.The connection requires SSL configuration, including a client keystore and truststore.When creating the connection through the Databricks UI, I enter these as key-value pa...

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Latest Reply
Kirankumarbs
Honored Contributor
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Hmm, The JDBC driver can only take SSLKeyStorePath and SSLTrustStorePath as plain local file paths! So,the Trino driver wants local file paths for the keystore/truststore, and whatever runs the JDBC driver can't read /Volumes!First thing I'd check: d...

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juanlozadab
by > • Contributor
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Resolved! Genie Ontology: Build Business Context for AI

Hi everyone!I recently published the first part of a blog series about Genie Ontology, and I wanted to share it with the community.The idea came from a project where I had to build the business context layer for Genie. While testing, I noticed that m...

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Latest Reply
juanlozadab
Contributor
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Part 2 is now live! the second part is a practical walkthrough on how to create metric views, pages, domains, tags, etc. link: https://www.sunnydata.ai/blog/genie-ontology-practical-walkthrough-databricks

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MuntahaAsghar
by > • New Contributor
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material

How do I access to all the material after November 19 2026

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faruk
by > • Contributor II
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Lakeflow Connect (Oracle): backfill a single new column without a full refresh of the table

Hi everyone,We ingest Oracle tables into a Bronze layer with Lakeflow Connect, and our Silver layer is a Lakeflow Spark Declarative Pipeline made of materialized views that read the Bronze tables and apply types and comments from our data dictionary....

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Latest Reply
pradeep_singh
Honored Contributor III
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Oracle stores the default of a NOT NULL DEFAULT column added this way as metadata. Existing rows aren't physically rewritten, so there's no redo for LogMiner (CDC) and no cursor change for the query-based connector. Either way, the connector correctl...

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SrinuB
by > • New Contributor III
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One Bundle, Three Environments: CICD for Databricks with Declarative Automation Bundles

DevOps · CICD · Deploy the same definition to dev, staging and prod, and never edit a job in the UI againBy @SrinuB  in collaboration with @sridharplv Somebody "just fixed" a production job in the UI on Friday evening. By Monday it no longer matches ...

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Tushar_Parekar
by • Databricks Employee
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Recording | Bricktalk: Zerobus Ingest & CDC Workflows

Explore Zerobus CDC with @Vicky_Bukta_DB , @OmkarMehta , @WagnerSantos and @Giselle_Go_DB 

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Latest Reply
WagnerSantos
Databricks Employee
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Hey @ThomazNeto, PR #349 has already been merged. I'm waiting for the doc (#8411), but the main branch already has the improvement. You can follow this issue https://github.com/debezium/dbz/issues/3026. Probably, it will be closed today!

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suranga
by > • Databricks Partner
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Resolved! Do Genie agents use Unity Catalog wikis as context?

Hi all,I tried the new Unity Catalog wikis (Beta) in my own Azure Databricks sandbox, with the public TPC-H sample data. The banner in Catalog Explorer calls the wiki rich documentation "for your team and agents", so I wanted to see if a Genie agent ...

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Latest Reply
Valeria_Koz_DBX
Databricks Employee
  • 1 kudos

@suranga, thanks for the detailed test. What you're seeing matches the current documentation, so I don't think you missed a setting.  Is this expected in the Beta? Yes. Unity Catalog wikis are in Beta, and the docs don't say that Genie Agents use wik...

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