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FLASH SALE: Save 50% on Summit Training ⚡

Ready to level up your skills before the biggest data and AI event of the year?  From May 27 through June 3, we are cutting prices in half. Expert-led training courses are just $212.50 each! Register for Data + AI Summit today and pick from 20+ hands...

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Thursday
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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Tuesday
Data Detective Series | Ready to crack a case with data? 🕵️‍♀️

We’re getting ready to pilot the Databricks Detective Series ahead of its launch at Data + AI Summit 2026, and we’re looking for Community members to help test it.  Databricks Detective Series is a free, gamified, hands-on experience where you become...

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3 weeks ago
Share your Lakebase story and receive a $50 gift card!

Calling all builders!Since GA, thousands of teams have moved production workloads onto Lakebase. We want to hear how you’re using it.A few examples of stories we’d love to capture: Building stateful AI agents that need persistent memory alongside lak...

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3 weeks ago
DAIS registrants: apply for the Apps & Agents for Good Hackathon 2026

Already registered for Data + AI Summit 2026? Join us on Monday, June 15 for the Databricks Apps & Agents for Good Hackathon 2026, hosted in partnership with OpenAI. Secure your spot and apply by Sunday May, 31 Note: Marking RSVP on this Community ...

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3 weeks ago
DAIS 2026 Speaker Spotlight Series #12 | Bryan Schaefer

  DAIS 2026 · Speaker Spotlight A conversationwith Bryan Schaefer On building the foundation of a future-proof security lakehouse for the age of agentic defense. The Session Building Your Open Security Lakehouse: Ingest, Normalize and Model ...

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4 hours ago
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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2 hours ago
🌟 Community Pulse: Your Weekly Roundup! May 18 – 24, 2026

The Weekly Digest • May 18 – May 24 Community Pulse From hot threads to fresh articles -- here's your week in community. This Week's Community Stars   The members who showed up and made a difference this week (and yes, there's a new name here )...

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Wednesday

Community Activity

muaaz
by > New Contributor III
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PostgreSQL ingestion source not supported in workspace when deploying Databricks Asset Bundle

I'm trying to deploy a Databricks Asset Bundle that creates a DLT/Lakeflow pipeline with a PostgreSQL ingestion source. The bundle builds successfully, uploads artifacts, and starts deploying resources, but the pipeline creation fails with the follow...

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Latest Reply
balajij8
Contributor III
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@muaaz PostgreSQL connector for Lake flow Connect is in Public Preview. You can reach out to your Databricks account team or Databricks Support to enroll in the Public Preview.

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jonzivegan
by > Visitor
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Clair-Lite: Everything You Need to Know Before Ordering

 Offcial Site  - Clair-Lite is a high-performance UV-C light sanitizing device specifically engineered to disinfect entire rooms in a fast, efficient, and highly reliable manner. Using advanced ultraviolet-C (UV-C) light technology, is capable of eli...

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Sujitha
by Databricks Employee
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Databricks Community Champion - February 2025 - Stefan Koch

Meet our Databricks Community Champion, Stefan Koch! From a career in law enforcement to becoming a Principal Solution Architect at b.telligent, Stefan’s journey is nothing short of inspiring. Read on to learn about his experience, favorite Databri...

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Latest Reply
LaalMukhopadhy
New Contributor III
  • 20 kudos

CongratulationAn NBI Clearance is an official document issued by the nbi in the Philippines. It serves as proof that an individual has no pending crim record or derogatory information on file. 

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Tushar_Parekar
by Databricks Employee
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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...

RFM Solution.png
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ramprakash_bala
by > New Contributor II
  • 76 Views
  • 1 replies
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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...

ramprakash_bala_0-1780066014008.png
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Latest Reply
OscarJ
Visitor
  • 1 kudos

Really helpful blog, thanks Ramprakash!

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Rudr12
by > Visitor
  • 27 Views
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Apache Spark Masterclass (In-Person, Bengaluru) | 6 June

Hi everyone,We're hosting the next session of our Data Engineering Masterclass Series focused on Apache Spark.This is an in-person, hands-on session for engineers interested in modern data engineering, distributed data processing, and real-world Spar...

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muaaz
by > New Contributor III
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Automate Lakeflow connect to ingest 300 tables not manually

I have data in PostgreSQL and I’m using Lakeflow Connect via UI to ingest it into Databricks streaming tables.Currently, each Lakeflow Connect pipeline only allows connecting one PostgreSQL table. I have around 300 tables, and creating pipelines manu...

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Latest Reply
balajij8
Contributor III
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You can seamlessly execute the things done via UI in the DABs. You can configure your multi table Lake flow pipelines using YAML configuration if you prefer configuration to ensure reproducibility. More details for Post gre sql ingestion hereYou can ...

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3 More Replies
Tushar_Parekar
by Databricks Employee
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DAIS 2026 Speaker Spotlight Series #12 | Bryan Schaefer

  DAIS 2026 · Speaker Spotlight A conversationwith Bryan Schaefer On building the foundation of a future-proof security lakehouse for the age of agentic defense. The Session Building Your Open Security Lakehouse: Ingest, Normalize and Model ...

Bryan Schaefar.jpeg cover_dais_speaker_spotlight_bryan_schaefer.png
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naveen0808
by > Visitor
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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

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KVNARK
by > Honored Contributor II
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In our retail analytics project (CPG domain), Lakebase transformed how we handled operational data

We had ADF pipelines extracting POS data to Snowflake, but needed real-time operational tracking—job statuses, data quality alerts, user audit logs. Traditional RDS/SQL databases created ETL sync nightmares between ops and analytics layers.Lakebase s...

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Latest Reply
balajij8
Contributor III
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Lake base Autoscaling instances are the way forward as they are cost efficient with predictable costs, optimized for performance with simplified operations. Autoscaling automatically adjusts resources based on workload demands. Scale to Zero is an ex...

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POCUSER
by > New Contributor II
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Lakebase Data API private access with Public Network Access disabled

We are testing Azure Databricks Lakebase Autoscaling with Public Network Access disabled and standard inbound Private Link enabled.The workspace UI works privately through VPN, but the Lakebase Data API hostname still resolves to a public IP and retu...

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Latest Reply
stbjelcevic
Databricks Employee
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Hi @POCUSER , Yes, the Lakebase Data API can be used privately with Public Network Access disabled. Because the Data API is a REST endpoint (Lakebase Data API), it goes through your workspace’s standard inbound (front-end) Private Link, the databrick...

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VALF
by Databricks Employee
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Resolved! FAQ for Virtual Advanced Learning Festival: 15 June - 06 July 2026

General Q: Where can I ask questions if I have questions while going through the self-paced material?  A: The Databricks Academy Learners Group page is a forum within the Databricks Community where you can ask questions and get them answered by your ...

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Latest Reply
sparkdream
New Contributor II
  • 3 kudos

I am after ASSOCIATE DATA ENGINEERING and I see there are 4 modules. All I need is finish those 4 modules to get the discount coupon, right? Or there are other activities I have to complete?By virtual, it is just going through those modules, not some...

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7 More Replies
Nmtc9to5
by > New Contributor II
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Enable CDC in Lakeflow Connect Tables

Hello everyone, I'm implementing a project that requires AutoCDC workflows using Lakeflow.The architecture is as follows: Data is ingested from a database using Lakeflow Connect, and then a declarative pipeline performs some transformations on this d...

Data Engineering
autocdc
change data capture
declarative pipelines
LakeFlow
lakeflow connect
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Latest Reply
stbjelcevic
Databricks Employee
  • 0 kudos

Hi @Nmtc9to5 , You likely don't need to manually enable delta.enableChangeDataFeed on Lakeflow Connect tables for most use cases, as they typically contain the CDC metadata by default. (docs) You can check if it is enabled on the table with SHOW TBLP...

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Daniel-Liden
by Databricks Employee
  • 102 Views
  • 0 replies
  • 2 kudos

Multi-Agent Supervisor for Hybrid Retrieval with Agent Bricks and MLflow

California beekeepers lost 21% of their honey bee colonies in the first quarter of 2024, the worst quarter for the state in at least a decade, according to the United States Department of Agriculture National Agricultural Statistics Service (USDA NAS...

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malla_aayush
by > Databricks Partner
  • 1062 Views
  • 3 replies
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Resolved! Not able to find lab for Data Engineering Learning Path

I am not able to find the data engineering learning path , i did open partner databricks academy lab which redirected to uplimit where i also enrolled myself to instructor led course but not able to see any labs.

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  • 3 replies
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Latest Reply
junaid-databrix
New Contributor III
  • 2 kudos

You are right the self paced e-learning courses does not include any labs. However, they are available on instructor led courses available on Uplimit. I recently enrolled for one and here is how it worked for me:1. On Uplimit portal enroll for an upc...

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2 More Replies
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Latest from our Blog

What’s new in the Lakeflow Pipelines Editor

Excited to share that the Lakeflow Pipelines Editor is now generally available! This is the new experience for building Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables pipelines). We ...

BERJAYA
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