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...
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08-21-2026
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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Tuesday
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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2 weeks 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...
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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...
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yesterday
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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Tuesday
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...
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Tuesday
Community Activity
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Is the Data Engineer Learning Plan enough to pass the Databricks Certified Data Engineer Associate e
Hi everyone,I'm currently preparing for the Databricks Certified Data Engineer Associate exam and have started the Data Engineer Learning Plan on Databricks Academy (11 e-learning courses, about 16 hours in total). It covers topics like:Data Ingestio...
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Adding to Vlad's answer, here are a few areas from the current exam guide (May 2026) that are easy to under-prepare from the courses alone:Governance and Security (15%): practise Unity Catalog access control with GRANT, REVOKE and DENY, managed vs ex...
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Declarative Pipeline with editable wheel: PYTHON.MODULE_NOT_FOUND_ERROR
Hi!I create a bundle with databricks bundle initand i let create a pipeline including a package. The pipeline definition looks like the following# The main pipeline for pipelinewithpackage resources: pipelines: pipelinewithpackage_etl: n...
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Insurers score millions of locations through an API. The API isn't slow, the unit of work is wrong.
Insurance · Reinsurance · Banking · Telecom · Retail · Agriculture — Per-Object API Calls to Per-Cell Scoring with H3 and Native Spatial SQL By @Phani_sannala, in collaboration with @sridharplvYour lakehouse already holds the geometry. Why are you s...
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Premium PAYG account stuck at TRIAL_VERIFIED (rate limit of 0 on resold models) — how do I get promo
Following up on the trust-tier mechanics iyashk-DB explained in this thread (https://community.databricks.com/t5/generative-ai/foundation-models-api-blocked-quot-databricks-set-rate-limit-of/m-p/160952) and this one (https://community.databricks.com/...
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Short answer: I'm not aware of any self-service action, in the workspace or the account console, that promotes an account's trust tier. That's a Databricks-side determination, so someone at Databricks has to act on it. The Anthropic 401 is a separat...
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Resolved! Seeking Recommendations for Databricks Data Engineer Associate Practice Resources
Hi everyone, I’m currently preparing for the Databricks Certified Data Engineer Associate certification and looking for good resources to practice exam-style questions.Could anyone please suggest reliable platforms, question banks, mock exams, or oth...
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Latest Reply
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You can also check mock tests from Skillcertpro . It was highly rated by community members and redditors especially for databricks exams.
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"Revoke" permissions for SQL-Warehouse with API
Hello dear community, i am trying to revoke permissions with the API for SQL-Warehouse. Granting permissions isn't a problem and works like a charme. But revoking won't function. I tried "NO_PERMISSIONS", "NO PERMISSIONS", "DENY", "REVOKE" But i al...
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Thanks for sharing this. Managing SQL warehouse permissions through the API can be tricky, so checking the official documentation and verifying the required permissions is a good starting point. For Android app-related information, you can also explo...
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Propagating SCD2 History from Silver to Gold with AUTO CDC FLOW and Handling Full Refresh
I have a streaming SCD2 table in the Silver layer, and I need to propagate all historical and future SCD2 events into another SCD2 streaming table in the Gold layer.The Gold table is maintained through a DLT pipeline using two AUTO CDC FLOWs:Initial ...
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Latest Reply
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I have made a few errors in my previous response. Here's the corrected version. What's documented about the ordering behavior For SCD Type 1 targets, you can combine one AUTO CDC FROM SNAPSHOT flow with one or more AUTO CDC flows. The snapshot versi...
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TellR Roadmap and Strategic Direction | @Databricks Team
Hi,We have recently been evaluating TellR and are very interested in the concept of generating presentation-ready management decks directly from governed data through conversational interactions.From our perspective, the ability to transform insights...
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- 514 Views
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DLT Pipeline - Overwrite except for one Append table
Hi all,I am a junior engineer and I am working on a use case involving DLT pipelines that read from a csv source at regular intervals and populate tables based upon processing of this. In most cases, I'd like the table contents to be overwritten with...
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Latest Reply
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Hi. Please find the another update on the response below:Use @DP.materialized_view for the overwrite table and an append-only streaming table (@DP.table over an Auto Loader read) for the history table. I also need to retract something from my last r...
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5 tricks to get the most out of Databricks Asset Bundles
In today's fast-paced development environments, DevOps or platform teams need to ensure consistency, scalability, and efficiency in managing data pipeline deployments. Infrastructure-as-Code (IaC) tools allow teams to automate the provisioning and ma...
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Latest Reply
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The tips on validating bundle configurations, using custom templates, and managing variables are especially useful for making Databricks deployments more reliable and easier to maintain. I also like the emphasis on keeping configurations simple and u...
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Certificate for Databricks course
Hi ,Just wanted to know, would I get any certificate upon completing the course Introduction to Python for Data Science and Data engineering
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- 61 Views
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Revive! Metabolism: A Practical Approach to Everyday Wellness
Revive! Metabolism is a dietary supplement designed for people interested in supporting their metabolism and maintaining a healthier daily routine. Its intended place is alongside balanced nutrition, regular movement, adequate sleep, and other establ...
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- 61 Views
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Databricks Dataset Materialization
Exploring Databricks AI/BI: Dataset MaterializationHave you ever wondered how dataset materialization can help improve dashboard performance in Databricks AI/BI?I have written a new article explaining Dataset Materialization in Databricks AI/BI dashb...
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- 482 Views
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Personal Compute Policies
I am working with a client to set up their budget policies and compute governance.They have a team of Engineers and Scientists that work across different versions of various libraries like python, pandas, numpy, scikit, mlflow etc.Since each user req...
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Latest Reply
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Skip the custom app and Lakebase sync. On classic compute, compute policies with pinned libraries, scoped per team or persona, cover this at the platform level, and they don't depend on serverless. Why not a single init script Databricks recommends ...
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Zerobus Ingest with Kafka compliant API and WITHOUT a callback
Is see that kafka for zerobus is still in beta. So maybe something will change. Can someone tell me whether they are aware of an authentication handshake with this API that might AVOID the callback?Here is the python example, which uses a sophistica...
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Hello @DB1To3, Glad we beat Reddit to it. You read the VNet point right. There's no anonymous mode, and the Kafka endpoint is public only (no front-end Private Link yet), so "anyone who can reach it" would mean the whole internet writing into your U...
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