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
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...
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Monday
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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Thursday
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
Community Champion • Our Community Champion Program celebrates members who consistently contribute their expertise, support fellow practitioners, and help shape a stronger and more collaborative Databricks Community. Every month, we recognize individ...
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3 weeks ago
Cybersecurity investigations often require sifting through large volumes of log and telemetry data to uncover the patterns and relationships behind threat activity. The Incident Investigation Using Graphistry Solution Accelerator shows how to query i...
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Tuesday
The Weekly Digest • September 7 – September 13 Community Pulse A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. This Week's Community Stars The members who showed up and made a difference this week ...
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3 weeks ago
Community Activity
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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 of a new Python or JavaScript framework, deploymen...
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- 5 Views
- 0 replies
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How to choose the right AI agent path on Databricks
There is no single one-size-fits-all “Databricks agent” experience, because agents can be designed to solve any number of business challenges. You may want a governed agent that understands a specific business domain, a highly customized agentic appl...
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- 50 Views
- 1 replies
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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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you missed completing the requirement or paid late, it is recommended to reach out directly to the platform's support or customer service team to see if any exceptions or alternative options are available.
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- 84 Views
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PowerBI refresh disabled
I get the error: Scheduled refresh is disabled because at least one data source is missing credentials. To start the refresh again, go to this dataset's settings page and enter credentials for all data sources. Then reactivate scheduled refresh. Howe...
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Even though your data sources appear connected, Power BI frequently disables scheduled refreshes due to an expired OAuth token, a recent password change, or a minor shift in the underlying connection string. To resolve this, go to the dataset's Setti...
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- 118 Views
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Resolved! Lakeflow connect
Spoiler What is extractor_sql-server-conn_cdc_sink in the Ingestion gateway pipeline in lakeflow connect and is it crreated by deafualta and how does it work?
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Thanks for the answer..it's now clear..I also followed the doc and understood!
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I built an open-source check that stops AI agents from inventing column names in SQL.
I work on data pipelines. The most common way I see Claude Code and Cursor break SQL is dull. They write against the schema they think exists. The README is stale, or they copy `customer_id` from an old query when the real column is `customerid`. The...
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- 48 Views
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Ingest data from Microsoft Outlook
Databricks recently released the Microsoft Outlook connector in Lakeflow Connect, making it easier to ingest Outlook email data directly into Azure Databricks for analytics and AI workloads. The connector supports managed ingestion pipelines, increme...
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- 72 Views
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My data saved in the account lost
Hi, I was using databricks free edition and was having few learning data saved and running all off sudden, asked me to sign up again and i lost my data how to restore
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I was able to see my data and test today afternoon , evening while trying to login i used same mail id then it asked for free or subscription, OTP processes done. After loging in i was not able to see my data.
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- 87 Views
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Databricks SDP (Spark declarative Pipelins) Overwrite table
1) Consider I have orders folder which orders_1.csv file and it is loaded to orders tables orders/ ============> load to order table orders_1.csv 2) next day new file (orders_2.csv) arrived orders/ =======...
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A Streaming Table may not be the right fit for this requirement. It is designed to process new files incrementally, so when orders2.csv arrives, it will append the new data.If each new file is a full snapshot and should completely replace the previou...
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- 107 Views
- 2 replies
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How are you attributing agent cost per successful task, not just per token?
Hi everyone, I hope this helps start a useful comparison of notes for those running agents on Databricks in production.Token cost per endpoint is easy to get. Tag the serving endpoints, and the custom tags propagate to system.billing.usage, where usa...
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These are great questions. The third one in particular is where most setups I've seen get stuck, so thanks for starting this thread. Here's what tends to work, taking your questions one at a time.Q1: Are you computing cost per task from traces and to...
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Built a live Helsinki tram tracker on Databricks with Lakeflow, Lakebase, Genie and Apps
Hi everyone! I built a near-real-time app that follows every tram and metro train in Helsinki using only Databricks: no Kafka, no extra servers, and the whole thing deploys from one repository.What the app doesA live map of every tram and metro train...
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- 68 Views
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Certificate Not Received After Passing Databricks Certification Exam
Hello Support Team,I successfully completed and passed my Databricks certification exam on 28 September 2026. However, as of 04 October 2026, I have not yet received my certificate, and it is not visible in my Webassessor/Credentials portal.Exam Sta...
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- 199 Views
- 2 replies
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Genie Use Cases & easy adaptibility
Recently I started socializing the use of Genie and Databricks to even a laymen (and ofcourse laywomen) who have never heard what coding is in their life. I am proud that in my company nearly 200 people as of now are using Databricks for some or othe...
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Latest Reply
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Hi, congratulations on getting to 200 people, and especially on getting non-coders productive. From our own experience of scaling an internal data and AI platform to a couple thousand users, the things that mattered most once adoption passed the firs...
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- 98 Views
- 1 replies
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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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Hi, some notes on how I would separate your two questions.1. The rate limit of 0 and the 401 CUSTOMER_UNAUTHORIZED are almost certainly two independent gates, as you suspected. The first is imposed above the endpoint (your open-weight endpoints retur...
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- 145 Views
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What Are the Key Considerations for Building AI-Powered Applications?
Hi everyone,I’m exploring how teams are approaching AI-powered application development and would like to understand some practical considerations when moving from an AI prototype to a production application.For teams using Databricks, I’m particularl...
- 145 Views
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Latest Reply
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Hi, some notes from running an internal agent platform on Databricks, in the order where they bit us hardest: 1. Evaluation before deployment is the one that gets skipped. Build a small labeled set (even 50 to 100 real questions with the answer and t...
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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 ...
How to choose the right AI agent path on Databricks
There is no single one-size-fits-all “Databricks agent” experience, because agents can be designed to solve any number of business challenges. You may want a governed agent that understands a specific...
Step-by-Step: Building a Vacation Rental Operations App with AppKit
Your team has analytics data in a SQL Warehouse. Leadership wants more than a dashboard — they want an app where ops reps can look up bookings, flag issues, add notes, and ask questions in plain Engli...
Multi-region model serving on Databricks with OpenSharing
Introduction Enterprises today serve customers across continents, from New York to Singapore, London to São Paulo. For these organizations, delivering fast, reliable user experiences is a business req...
