Get Started Resources
Explore essential resources to kickstart your journey with Databricks. Access tutorials, guides, and...
0 Posts
Activity in Resources
- 50 Views
- 0 replies
- 0 kudos
Triggered vs. Continuous Mode: A Deep Dive into Serverless Lakeflow Spark Declarative Pipelines
One pipeline woke up every five minutes. The other stayed running. Using the same e-commerce streaming workload, median end-to-end data freshness improved from 4.0 minutes to 33 seconds, while P95 latency dropped from 9.3 minutes to just 60 seconds. ...
- 50 Views
- 0 replies
- 0 kudos
- 36 Views
- 0 replies
- 0 kudos
How to Build, Test, and Ship SQL Pipelines on Databricks
SQL is a first-class language in SDP SQL is a first-class language in Spark Declarative Pipelines (SDP). You can build, test, and ship an entire pipeline in SQL. This makes it a powerful tool for those with a SQL background, as SDP enables both batch...
- 36 Views
- 0 replies
- 0 kudos
- 2679 Views
- 31 replies
- 55 kudos
Congratulations Databricks Partners! You're Now Officially Recognized in the Databricks Community
Congratulations to all members who have received the new Databricks Partner badge! Your badge recognizes your affiliation with the Databricks Partner ecosystem and helps community members quickly identify trusted partner professionals across discuss...
- 2679 Views
- 31 replies
- 55 kudos
Latest Reply
- 55 kudos
@Rishabh_Tiwari Thank u so much !! https://www.linkedin.com/posts/rahul-k-b77ab221_databricks-dataal-databricks-activity-7492542568694702081-WMa5?utm_source=share&utm_medium=member_desktop&rcm=ACoAAASclwsBxvwp96iLg4mSM6BaBKgswBHJ9B0
- 55 kudos
- 113 Views
- 0 replies
- 1 kudos
Building a Production LangGraph Agent on Databricks - NorthStar Brand Copilot
Building a Production LangGraph Agent on Databricks: The NorthStar Brand Copilot How we built and deployed an end-to-end CPG AI agent on Databricks using LangGraph, MCP servers, Lakebase memory, Genie, Vector Search, and MLflow and the best practices...
- 113 Views
- 0 replies
- 1 kudos
- 47 Views
- 0 replies
- 0 kudos
Databricks Data Mesh Best Practices: Practical Implementation Guide
How long does your business wait for a new report? A week? A month? Sometimes longer? The problem is often not Databricks, Spark, or compute. It's that every new dataset, metric, and Gold table has to go through the same Data Team. As the company gro...
- 47 Views
- 0 replies
- 0 kudos
- 48 Views
- 0 replies
- 0 kudos
Learning Series | SQL Programming and Procedural Logic
Databricks Academy offers the free SQL Programming and Procedural Logic course to help data warehousing practitioners build more modular and maintainable SQL workflows on the Databricks Data Intelligence Platform. It covers reusable SQL constructs, p...
- 48 Views
- 0 replies
- 0 kudos
- 124 Views
- 1 replies
- 1 kudos
Change Data Feed on Materialized Views Why I Think This Is More Than an Incremental Processing
One interesting way to look at CDF on Materialized Views is the difference between source-level change and business-level change.CDC might tell us that five banking transactions changed. But after those transactions pass through our transformations,...
- 124 Views
- 1 replies
- 1 kudos
Latest Reply
- 1 kudos
Good point, @AmitDECopilot that gap between "row changed" and "value actually changed enough to matter" is where most CDC setups trip up. We hit the same thing on a Gold-layer project: CDF told us data moved, but teams really wanted to know "did the...
- 1 kudos
- 64 Views
- 0 replies
- 1 kudos
RT Lakehouse - impossible?
x10 performance,x100 concurrency,price the same,impossible?not in databricks see benchmark https://www.sunnydata.ai/blog/databricks-rt-lakehouse-benchmark-results
- 64 Views
- 0 replies
- 1 kudos
- 326 Views
- 1 replies
- 0 kudos
New Dashboard for monitoring Genie Usage and Costs
Sharing my new dashboard for tracking Genie usage and costs, any suggestions for improvements and features are welcome.The current version displays and aggregates Genie LLM costs, free & billable DBU consumptions, and code interactions per user on a ...
- 326 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
New functionality was added to the dashboard to account for the Genie Agents and Genie One promotion:Filters available across all pages:Workspace ID: Scope to one or more workspace(s)Date Range: Restrict the time window for daily and monthly chartsGe...
- 0 kudos
- 105 Views
- 0 replies
- 0 kudos
From Spreadsheets to Insights: How Genie One Transforms Excel
Picture this: you’re sitting in front of Excel, staring at rows of numbers. You know the answers are in there somewhere—revenue trends, customer behavior, performance metrics—but pulling them out means writing queries, exporting data, or switching be...
- 105 Views
- 0 replies
- 0 kudos
- 151 Views
- 0 replies
- 0 kudos
Getting on-premises SQL Server data into Databricks: the networking is the hard part
Most of the guidance on getting SQL Server data into Databricks quietly assumes the SQL Server is already in Azure. If it is, the managed connector story is easy. But on a lot of real projects the database is sitting on-premises, in a data centre tha...
- 151 Views
- 0 replies
- 0 kudos
- 136 Views
- 0 replies
- 0 kudos
Monorepo vs Multi-repo for Databricks Asset Bundles: A Decision Framework
When teams scale their Databricks Asset Bundles (DABs) adoption, one of the first infrastructure questions that comes up is: should we keep all our bundles in a single monorepo, or split them across dedicated repos per domain? Having run both models ...
- 136 Views
- 0 replies
- 0 kudos
- 216 Views
- 0 replies
- 1 kudos
Building Custom Apps on Lakehouse
Every time you copy lakehouse data into an app-side database, you create another system to maintain, another copy to secure, and another pipeline to debug at 2 AM. But that is exactly what teams do when a product manager needs usage analytics in the ...
- 216 Views
- 0 replies
- 1 kudos
- 492 Views
- 0 replies
- 1 kudos
Plug & Play: Zerobus Ingest Now Supports Apache Kafka® Compatible APIs (Beta)
Today, we are introducing Beta support for Kafka-compatible producer API support in Zerobus Ingest. This is an incredible milestone for Zerobus, given the wide ecosystem built around Kafka. Take a moment and ask yourself, “What fraction of that da...
- 492 Views
- 0 replies
- 1 kudos
- 156 Views
- 0 replies
- 0 kudos
CUSTOMER STORY | How Bupa Australia Unified Health Data and Accelerated Analytics 8x with Databricks
"The Databricks Platform gives us a single source of truth for customer centricity. We're over eight times faster than we were three years ago." - Ed Falconer, Chief Data Officer, Bupa Australia Bupa Australia is bringing more than 90% of its bu...
- 156 Views
- 0 replies
- 0 kudos
| User | Count |
|---|---|
| 1293 | |
| 687 | |
| 254 | |
| 184 | |
| 170 |
