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Community Bricktalk | SQL-Native Vector Search

Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 29! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and ...

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a week ago
Free, Hands-On Databricks Training: APAC Learning Festival

  DATABRICKS Asia-Pacific Learning Festival Free, virtual, hands-on Databricks training   21 & 22 October 2026 Virtual, labs included Free     Ready to level up your Databricks skills? The Databricks Asia-Pacific Learning Festival is back, and ...

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2 weeks ago
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:...

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a month 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 (Oct 20–22) | 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
Databricks Community Champion - September 2026 - Venugopal Dabbara

Community Champion • September 2026 Meet Venugopal Dabbara Every month, our Community Champion Program recognizes a member who makes the Databricks Community better for everyone, through their knowledge, their willingness to help, and their commitmen...

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2 weeks ago
Solution Accelerator Series | Genome-Wide Association Studies

Genome-wide association studies help identify genetic variations associated with a disease or trait. The Genome-Wide Association Studies Solution Accelerator builds on Glow, an open source project for genomic analysis, to provide a fast, scalable and...

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a week 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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Thursday

Community Activity

Jim_Anderson
by • Databricks Employee
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FAQ for Advanced Learning Festival September 16 - October 14 2026

Frequently Asked Questions Databricks Advanced Learning Festival | September 16 - October 14 2026 General Where can I ask questions while going through the self-paced material? The Databricks Academy Learners Group page is a forum within the Data...

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Latest Reply
itmukilan3
Visitor
  • 21 kudos

I received voucher. Search "voucher" in your registered email inbox.

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DSBDatabricks
by • Databricks Employee
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DSBDatabricks
by • Databricks Employee
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DSBDatabricks
by • Databricks Employee
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Vamsi3757
by > • New Contributor III
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Best Architecture for Building a Custom Agent in Databricks?

Hi Everyone,I'm building a Databricks cost optimization agent and would appreciate some guidance on the recommended architecture.My current design consists of the following functions:Retrieve the last N job runs along with cost, DBU usage, runtime, c...

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DSBDatabricks
by • Databricks Employee
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Rohit14
by > • New Contributor III
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Resolved! Associate data engineering

I see that we have to complete below courses within the upcoming event, I have started the first course which is "Data Ingestion with Lakeflow Connect" and completed 3 to 4 modules of it. Does it count in upcoming event or how to reset that? Would re...

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Latest Reply
owaisjafer7
New Contributor II
  • 4 kudos

Hello,@Advika I have completed the four courses as part of the Associate Data Engineering pathway well within the window and needed to know how to avail the 50% coupon. Hoping to hear from you soon.

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Vamsi3757
by > • New Contributor III
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Resolved! Spark Event Logging to DBFS creates only 0-byte .inprogress file

Hi Everyone,I'm trying to capture Spark Event Logs for a Databricks cost optimization solution.I configured my job cluster as follows:spark.eventLog.enabled=truespark.eventLog.dir=dbfs:/databricks/spark-events/The cluster starts successfully and I ca...

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Latest Reply
SumeshKashyap
Valued Contributor
  • 2 kudos

Hi @Vamsi3757 - yes, the eventlog/ folder holds the full Spark listener event log, the same JSON-lines stream the Spark UI / History Server is built from: job, stage and task start/end events with task metrics, executor added/removed, SQL execution e...

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shalaby120
by > • New Contributor
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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? 

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Latest Reply
SumeshKashyap
Valued Contributor
  • 0 kudos

Exams aren't part of the eligibility at all, so you haven't missed anything there. For the Advanced Learning Festival (16 Sep - 14 Oct 2026), the 50% certification voucher and 20% Academy Labs coupon go to anyone who completed every course in at leas...

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Daniel_B
by > • Contributor
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DevOps Fundamentals: 08 - Creating and Executing Unit Tests: Instructions doesn't match code

Instructions: To execute pytest within Databricks complete the following:sys.dont_write_bytecode = True - By default, Python generates .pyc bytecode files in a pycache directory. Setting it to True prevents this, which is useful in read-only environm...

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Latest Reply
SumeshKashyap
Valued Contributor
  • 0 kudos

Good catch - the instruction text is right and the code cell is the typo. It should be sys.dont_write_bytecode = True. With False (Python's default) the tests still run, since Python silently ignores a failed .pyc write, but on a writable Git folder ...

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DSBDatabricks
by • Databricks Employee
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TheVinhBui
by > • New Contributor II
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Databricks DiscountVoucher

When does Databricks send email Discount Voucher? Because I'm waiting for today and not get it?Thank you.

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Latest Reply
AnibalUM
New Contributor II
  • 1 kudos

@Advika I didn't receive my coupon. Can you please look into it? Thankyou 

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Valeria_Koz_DBX
by • Databricks Employee
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What Is – a system table? (Your Databricks bank statement)

Clients ask me the same three questions all the time: What are system tables? What are they about? And what can I actually do with them? I recently came across a Databricks blog that answers the last one brilliantly: Top 5 System Table Queries for U...

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Latest Reply
Valeria_Koz_DBX
Databricks Employee
  • 3 kudos

@DoTA , love your comments. All very valid points. Just adding a couple of things:  1. On the join, I'd write the price window as usage_end_time >= price_start_time AND (price_end_time IS NULL OR usage_end_time < price_end_time) instead of BETWEEN. T...

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Mertokcu
by > • Visitor
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How to measure a Dataset row count and size in AI/BI Dashboards?

Dear Databricks Community and experts, I'm creating AI/BI Dashboards using Genie LLM's /importBI function and I want the optimize my dataset by reducing my rows to 100K and size to 100MB. However, since I couldn't find a clear explanation in any reso...

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Latest Reply
data_pulse
New Contributor III
  • 0 kudos

@Mertokcu There’s currently no row-count or size metric in the AI/BI Dashboard editor, but you can get both numbers for any dataset by running its SQL through the SQL Statement Execution API and reading the response manifest.1. Statement Execution AP...

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SenthilKrishna
by > • New Contributor II
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Genie One Guardrails

HiWe are opening up the Genie AI to the business users. The Genie One seems to be a good fit, but the problem I noticed is the Guardrails and influence over the single orchestration. All the questions have been nicely interrupted by Genie one and wor...

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Latest Reply
juanlozadab
New Contributor III
  • 1 kudos

Hi @SenthilKrishna,I’d use a skill for a reusable workflow, but I’d start with workspace instructions and the individual Genie Agents for the behavior you describe.A useful detail: Databricks documents that Genie One already searches available Genie ...

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2 More Replies
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