- 1017 Views
- 3 replies
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Metric Views in Databricks: A Unified Approach to Business Metrics
Databricks has introduced a powerful feature—Metric Views—that transforms how organizations define, manage, and consume business metrics. Whether you're a data analyst, engineer, or business stakeholder, Metric Views offer a unified, governed, and re...
- 1017 Views
- 3 replies
- 4 kudos
- 312 Views
- 3 replies
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Real-Time SQL Server to Databricks Pipeline Using Debezium, Kafka, and Delta Lake
Check this medium article https://medium.com/@bijumathewt/real-time-sql-server-to-databricks-pipeline-using-debezium-kafka-and-delta-lake-26c3e191ce51?postPublishedType=initial
- 312 Views
- 3 replies
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would you not be able to use Lakeflow Managed connector for SQL Server in this case?
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- 167 Views
- 0 replies
- 2 kudos
🚀 Automating Databricks Unity Catalog Access with AI Agents
Tired of complex governance workflows? We’ve successfully combined the power of multi-agent AI with state-of-the-art orchestration tools to automate Databricks Unity Catalog (UC) access management!This isn’t just a basic script — it’s an intelligent,...
- 167 Views
- 0 replies
- 2 kudos
- 108 Views
- 0 replies
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Real-World LangGraph + CrewAI Application:Intelligent Databricks Alert System with AI Prioritization
https://medium.com/@bijumathewt/real-world-langgraph-crewai-application-intelligent-databricks-alert-system-with-ai-7ba36e23f7a2You will love above article
- 108 Views
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- 128 Views
- 0 replies
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Real-World LangGraph + CrewAI Application: Intelligent Databricks Alert System with AI Prioritizatio
You will love this article. Watch it. https://medium.com/@bijumathewt/real-world-langgraph-crewai-application-intelligent-databricks-alert-system-with-ai-7ba36e23f7a2
- 128 Views
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- 485 Views
- 0 replies
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Delta Lake 4.0 in the Real World
Delta Lake 4.0 is the next major open-source release aligned with Spark 4.x, adding first-class Variant for semi-structured data, safer Type Widening, improved DROP FEATURE, better transaction log handling, and a new multi-engine story via Delta Kern...
- 485 Views
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- 1 kudos
- 303 Views
- 1 replies
- 3 kudos
PDFs to Production
Databricks just solved a huge problem - unlocking the value from unstructured data. One of the biggest challenges enterprises face when scaling agents is access to unstructured data. Nearly 80% of enterprise knowledge is trapped in PDFs, reports, and...
- 303 Views
- 1 replies
- 3 kudos
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Thanks for sharing, @venkat-raghavan! ai_parse_document turns documents into governed, queryable assets, it's definitely the puzzle piece all needed.
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- 235 Views
- 0 replies
- 2 kudos
Databricks Managed MCP Servers
This is super amazing and super powerful -https://docs.databricks.com/aws/en/generative-ai/mcp/managed-mcpEssentially we you can use Databricks managed MCP servers to seamlessly integrate Databricks features into any AI Agent. That's the multiplier ...
- 235 Views
- 0 replies
- 2 kudos
- 311 Views
- 1 replies
- 5 kudos
Python Data Source API
If you’ve ever hacked together a one-off script to pull data from some random API into Spark, you’re exactly who the new Python Data Source API is for. Databricks has made this API generally available on Apache Spark™ 4.0 with Databricks Runtime 1...
- 311 Views
- 1 replies
- 5 kudos
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I have seen multiple glue jobs pulling data from such systems. This is certainly a solution to simplify and bring governance to it. will look forward to implement it.#Apache-4
- 5 kudos
- 291 Views
- 0 replies
- 1 kudos
Databricks Serverless Compute: Zero Infrastructure Management
You spend hours sizing clusters, tuning autoscaling configurations, and optimizing instance types.Clusters sit idle burning money between jobs or take minutes to start when you need them immediately.Managing compute infrastructure becomes a full-time...
- 291 Views
- 0 replies
- 1 kudos
- 391 Views
- 1 replies
- 3 kudos
Databricks + Power BI
Last night I delivered my final session on Databricks + Power BI integration and it felt like the right moment to close this chapter on a high note. Because it was the last time I was presenting this topic, I rebuilt the flow completely. Instead of ...
- 391 Views
- 1 replies
- 3 kudos
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Well done Bianca. Look forward to Fabric session.
- 3 kudos
- 1099 Views
- 1 replies
- 8 kudos
Recap: Data & AI World Tour - Chicago, Nov 19, 2025
Yesterday in Chicago, I attended one of the final stops of the Databricks DAIWT (Data & AI World Tour). This tour brings the excitement and passion of our annual Data + AI Summit to over a dozen cities worldwide, in a condensed format. Packed into ...
- 1099 Views
- 1 replies
- 8 kudos
- 8 kudos
These are great events. I had the opportunity to attend the Toronto event.
- 8 kudos
- 505 Views
- 1 replies
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Databricks Architecture Center
Databricks Architecture Center — Your Blueprint for Building Modern Data & AI PlatformsThe Databricks Architecture Center is a centralized knowledge hub that provides:End-to-end reference architecturesIndustry-specific patternsArchitecture decision ...
- 505 Views
- 1 replies
- 2 kudos
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Its very useful. I suppose you missed to provide the link. Here is the link for easy accesshttps://www.databricks.com/resources/architectures
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- 650 Views
- 1 replies
- 2 kudos
Resolved! Building an End-to-End ETL Pipeline with Data from S3 in Databricks
Hey everyone I’m excited to share the progress of my Databricks learning journey! Recently, I worked on building an end-to-end ETL pipeline in Databricks, starting from data extraction from AWS S3 to creating a dynamic dashboard for insights.Here’s h...
- 650 Views
- 1 replies
- 2 kudos
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@Rohan_Samariya this is fantastic work! I’m genuinely impressed with how you’ve taken the Databricks stack end-to-end: S3 ingestion → PySpark transformations → Delta optimisation → interactive SQL dashboards. This is exactly the type of hands-on, fu...
- 2 kudos
- 577 Views
- 2 replies
- 5 kudos
Databricks Release Hub
I launched a new app this week to help keep track of Databricks releases.you can view and filter the latest releases in the timeline view, or go to the resources page and go to a product area and see the latest releases alongside useful links for blo...
- 577 Views
- 2 replies
- 5 kudos
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@alcole - thanks for sharing it. I already bookmarked it last week when saw it on social.
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