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Coffee77
by • Honored Contributor III
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☕ Qué es un CLUSTER en Databricks | Tipos, DBR, Serverless, Costes, DBUs y Spot Instances 🇪🇸 🚀

Nuevo video para la comunidad de Databricks en español  Todo el mundo usa clusters en Databricks… pero ¿sabes realmente qué ocurre cuando pulsas RUN?Driver. Workers. DBUs. Serverless. Photon. Autoscaling. Spot Instances…Conceptos que parecen independ...

  • 283 Views
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BS_THE_ANALYST
by • Databricks Partner
  • 22432 Views
  • 14 replies
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Zero to Hero - Data Analysis Certification

Hey everyone, Today I passed my Data Analyst Associate exam! 拾I'd like to say thanks to the Databricks community. The questions that people ask and interactions I've been a part of have been invaluable. Starting tomorrow, I'll be moving onto my data ...

  • 22432 Views
  • 14 replies
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Reeka
New Contributor II
  • 35 kudos

Anyone used or recommend Skillcertpro preparation guide for certification ?

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Tushar_Parekar
by • Databricks Employee
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Learn Databricks Agent Bricks | Build Enterprise RAG Agents

Databricks Training & Certifications Learn Databricks Agent Bricks                               Build, retrieve, and ship production-ready AI agents on your own data.   Retrieval (RAG) ï§  Knowledge Assistants Vector Search Want to build AI age...

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  • 463 Views
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Phani_sannala
by • Contributor
  • 1116 Views
  • 5 replies
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From 40 Minutes to 8 minutes: Why We Dropped MERGE in Our SAP BW to Databricks Gold Layer

Infra keeps getting faster, but the fix for a slow notebook is usually a config line, not a bigger cluster.One Spark Config, 32 Minutes Saved: Replacing MERGE with Dynamic Partition OverwriteBy @Phani_sannala , co-authored with @sridharplv Our gold n...

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ozaaditya
Databricks Partner
  • 16 kudos

The zombie row bug is the real argument here reframing this from "MERGE is slow" to "MERGE is silently wrong for full-slice delivery" is what makes it land. Only thing I'd stress: dynamic partition overwrite is exactly as safe as your completeness ch...

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AmitDECopilot
by • Contributor II
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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,...

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Phani_sannala
Contributor
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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...

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AmitDECopilot
by • Contributor II
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Exploring Databricks Instructed-Retriever-1 Through a Data Engineering Use Case

I have been exploring the architecture behind Agent Bricks Knowledge Assistant, particularly the relationship between Instructed Retriever and the newer Instructed-Retriever-1 model.One practical question helped me understand the difference:“The prod...

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ozaaditya
by • Databricks Partner
  • 554 Views
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Unity Catalog Managed Iceberg Tables: What They Actually Are, and What Tripped Me Up

I've been sitting on this one for a few weeks because I wanted to actually use the feature before writing about it, not just paraphrase the release notes. So this isn't a "here's the announcement" post. It's more of a "here's what I learned after tur...

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KrisJohannesen
by • Valued Contributor II
  • 1104 Views
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Multi-fact Star Schema patterns in Databricks

If you have been brought up in the Microsoft stack, post MDX, you have most likely been taught the Kimball way of modelling your data: A Star SchemaIf you are coming from the Power BI world, you have most likely come across the term Semantic Models, ...

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  • 1104 Views
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DamianJaworski
New Contributor III
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Thanks you for the summary @KrisJohannesen. It's great to know what is possible, but it all still feels like a workaround. I really hope that Chao Cai's response means that we will real have multi-fact support in metric views.

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KrisJohannesen
by • Valued Contributor II
  • 4411 Views
  • 6 replies
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Metric Views with Power BI and Tabular Editor (Part 3 of 3)

This is part 3 of 3 in a series where I take you through working with Metric Views.Part 1: Introduction to Metric ViewsPart 2: Metric Views and the Databricks platform (AI/BI Dashboards, Genie, etc.)Part 3: Metric Views with Power BI and Tabular Edit...

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DamianJaworski
New Contributor III
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Finally someone touching this important topic - I see great interest in migrating semantic layer from power bi to databricks, but lack of true multi-fact support is a major blocker in my opinion and therefore I'm cooling down the enthusiasm ;-). @Kri...

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Tushar_Parekar
by • Databricks Employee
  • 330 Views
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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...

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DataCloudy
by • New Contributor III
  • 897 Views
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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 ...

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Community Articles
costs
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Genie
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DataCloudy
New Contributor III
  • 2 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...

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