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...
- 213477 Views
- 340 replies
- 92 kudos
08-21-2026
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:...
- 1238 Views
- 3 replies
- 5 kudos
2 weeks ago
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...
- 732 Views
- 0 replies
- 2 kudos
a week ago
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...
- 1813 Views
- 0 replies
- 3 kudos
09-01-2026
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...
- 905 Views
- 0 replies
- 3 kudos
Thursday
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...
- 52 Views
- 0 replies
- 2 kudos
8 hours ago
Cybersecurity in multicloud, multiregion environments can be complicated by fragmented security controls, data dispersion and compliance requirements. The IOC Matching and Multicloud Query Federation Solution Accelerator shows how a lakehouse platfor...
- 61 Views
- 0 replies
- 1 kudos
8 hours ago
Community Activity
- 17 Views
- 0 replies
- 0 kudos
Stop Hiding Your Credentials in Notebooks: A Look at Secrets in Unity Catalog
Almost every data team has a story about a password in the wrong place. It might be an API key pasted into a notebook "just to test something," or a connection string that made it into Git. Sometimes it's a shared credential that nobody dares rotate,...
- 17 Views
- 0 replies
- 0 kudos
- 259 Views
- 2 replies
- 2 kudos
Resolved! How to reduce query latency?
Hello everyone,Context:I have built an AI agent and deployed it on databricks. Architecture is generally consist of langraph which handles orchestration of whole model, open ai agent which handles response and also use to decide business entity of pa...
- 259 Views
- 2 replies
- 2 kudos
Latest Reply
- 2 kudos
I would be careful trying to optimize this only at the SQL level.For a speech-to-speech experience, 5 seconds is very tight, so I’d first separate the latency by step. In my experience, the delay often comes less from the actual query and more from t...
- 2 kudos
- 282 Views
- 3 replies
- 0 kudos
I entered my credit card details 4 daysa go but i cant get access to openAI or Opus models
Even via the play ground i get this error:InternalError{"error_code":"PERMISSION_DENIED","message":"PERMISSION_DENIED: The endpoint is temporarily disabled due to a Databricks-set rate limit of 0."}It looks like most of the models are not activated f...
- 282 Views
- 3 replies
- 0 kudos
Latest Reply
- 0 kudos
Even via the play ground i get this error:InternalError{"error_code":"PERMISSION_DENIED","message":"PERMISSION_DENIED: The endpoint is temporarily disabled due to a Databricks-set rate limit of 0."}It looks like most of the models are not activated f...
- 0 kudos
- 292 Views
- 4 replies
- 0 kudos
Azure to AWS
Hi everyone,We're evaluating an architecture pattern and would appreciate any guidance or recommendations. Has anyone implemented a similar cross-cloud pattern? Specifically:Can AWS Glue be used to access Azure Databricks data without copying it?Are ...
- 292 Views
- 4 replies
- 0 kudos
Latest Reply
- 0 kudos
Hi everyone,We're evaluating an architecture pattern and would appreciate any guidance or recommendations. Has anyone implemented a similar cross-cloud pattern? Specifically:Can AWS Glue be used to access Azure Databricks data without copying it?Are ...
- 0 kudos
- 200 Views
- 2 replies
- 2 kudos
Lessons learned from configuring Genie Agents
Having started working with Genie Agents in Databricks, the dependencies that I was aware of for AI agents have been reinforced. Challenges encountered:Business language can not be ambiguousCommon terms can have different meanings across departments ...
- 200 Views
- 2 replies
- 2 kudos
- 3679 Views
- 13 replies
- 0 kudos
Resolved! Bundled Wheel Task with Serverless Compute
I am trying to run a wheel task as part of a bundle on serverless compute. My databricks.yml includes an artifact being constructed:artifacts: nexusbricks: type: whl build: python -m build path: .I then am trying to set up a job to cons...
- 3679 Views
- 13 replies
- 0 kudos
- 149 Views
- 2 replies
- 0 kudos
Serverless DNS requests to external API being DROPPED despite FULL_ACCESS network policy and no bloc
Serverless DNS requests to external API being DROPPED despite FULL_ACCESS network policy and no blocked destinationsI'm troubleshooting outbound access from a Databricks production workspace to the Toast API at ws-api.toasttab.com.Requests from Datab...
- 149 Views
- 2 replies
- 0 kudos
- 99 Views
- 1 replies
- 0 kudos
How SQL and Python Enhance Data Science Learning
Data science encompasses data science in statistics and the use of machine learning, data analytics as well as business-related knowledge to convert data into useful insights. There are a variety of techniques used to deal with this problem. Python a...
- 99 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
sgsdfg
- 0 kudos
- 23 Views
- 0 replies
- 0 kudos
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...
- 23 Views
- 0 replies
- 0 kudos
- 21 Views
- 2 replies
- 0 kudos
DevOps Fundamentals: Lecture - Introduction to Unit Tests for PySpark
This sentence can be improved as we are not testing unit tests we are writing unit tests:There are a variety of other methods to test your unit tests, we will focus on the pyspark testing utils.
- 21 Views
- 2 replies
- 0 kudos
Latest Reply
- 0 kudos
This reads oddly: Next like talk about the pytest unit testing framework.Uninformative repetition: - Just write test functions that start with test_, and pytest will automatically pick them up and run them.- Just name your test files and functions wi...
- 0 kudos
- 16310 Views
- 17 replies
- 7 kudos
Resolved! PDF Attachment on an Alert
Currently my Alert is an HTML table using data pointing to an SQL query.I was wondering if it is possible to attach the resulting table from this SQL query as a PDF to the alert email.If anyone has successfully implemented this, please let me know! T...
- 16310 Views
- 17 replies
- 7 kudos
Latest Reply
- 7 kudos
Ok understood the concern, so basically the issue is with PDF rendering as much I understood. Let me know if I am wrong. Let me see if there is any improvement by our engineering team on this front.
- 7 kudos
- 37 Views
- 2 replies
- 0 kudos
DevOps Fundamentals: Lecture - Planning the Project
There is a missing word in this sentence:Throughout the process, we make use of various database assets, including notebooks, Spark Declarative , Lakeflow Jobs, and compute resources, to ensure a smooth and efficient execution.BTW, it would be better...
- 37 Views
- 2 replies
- 0 kudos
Latest Reply
- 0 kudos
Needs a grammar fix:Within Databricks, one methods for isolating your environments includes creating a separate Workspace for the dev, stage and prod environments.
- 0 kudos
- 120 Views
- 0 replies
- 0 kudos
Unlocking High-Frequency Workloads with Nanosecond-Precision Timestamps
Enterprises store timestamps to understand when events occur, establish their sequence, and measure the time between them. For most analytical workloads, microsecond precision is sufficient. However, in fields like finance, manufacturing, and scienti...
- 120 Views
- 0 replies
- 0 kudos
- 162 Views
- 3 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...
- 162 Views
- 3 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello Support Team,I am following up on my support ticket regarding my exam, which was suspended before I could even start it.Your initial automated response stated that I would receive a reply within 24 to 48 hours. It has now been over 96 hours, an...
- 0 kudos
- 6237 Views
- 1 replies
- 3 kudos
Microsoft just announced a new certification: Microsoft Certified: Azure Databricks Data Engineer
Microsoft has just announced a new certification: Microsoft Certified: Azure Databricks Data Engineer Associate (Exam DP-750)This certification is entirely focused on building data engineering solutions using Azure Databricks, with deep integration i...
- 6237 Views
- 1 replies
- 3 kudos
Latest Reply
- 3 kudos
Finally cleared my DP-750 exam! I used Exam4lead during my preparation, and the study material helped me focus on the right topics and prepare with confidence.
- 3 kudos
Announcements
| User | Count |
|---|---|
| 2293 | |
| 1465 | |
| 1253 | |
| 1187 | |
| 961 |
Latest from our Blog
Unlocking High-Frequency Workloads with Nanosecond-Precision Timestamps
Enterprises store timestamps to understand when events occur, establish their sequence, and measure the time between them. For most analytical workloads, microsecond precision is sufficient. However, ...
Rebuilding an 800-Line PySpark Pipeline in 200 Lines of Databricks SQL
End-to-End DBSQL ETL Use Case For years, a production ETL pipeline on Databricks meant a pile of PySpark. SCD Type 2 dimensions, cost-controlled materialized views, idempotent reloads of late data: e...
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 ...
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 ...
