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Learning & Certification
Your hub for Databricks learning discussions, Databricks learning paths resources, and Databricks certification resources
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Certifications

Access industry-recognized credentials to validate your expertise in data engineering, analytics, an...

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Navigate your way to expertise with Databricks Learning Paths. Tailored tracks guide you through mas...

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Discover the Databricks Data Intelligence Platform with our product tours, showcasing the latest inn...

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Access comprehensive guides and tutorials to help you get started with Databricks. Learn how to set ...

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Stay informed about the latest updates and enhancements to the Databricks platform. Learn about new ...

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Activity in Learning & Certification

GlorianaHM
by • Databricks Employee
  • 2105 Views
  • 6 replies
  • 4 kudos

[Azure] Outbound public IP address ranges for the control plane will be updated May 20, 2025

To improve the security and zone support availability of the Azure Databricks control plane, we'll be updating the outbound public IP address range and associated Databricks service tags on May 20, 2025. Required Action: If you use a resource firewal...

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  • 2105 Views
  • 6 replies
  • 4 kudos
Latest Reply
Ria1
New Contributor II
  • 4 kudos

Thank you

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5 More Replies
GlorianaHM
by • Databricks Employee
  • 331 Views
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[Azure] Azure Databricks Upgrading to Standard SKU Public IP Addresses

Due to the upcoming retirement of Static IPv4's Basic SKU, Azure Databricks will gradually start adopting the Standard SKU for new public IPs on 11 April 2025. As part of this change, the cost of new public Static IPv4 SKUs will increase from $0.004 ...

  • 331 Views
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DatabricksGuide
by > • New Contributor III
  • 26682 Views
  • 4 replies
  • 9 kudos

Getting Started with Databricks - Building a Forecasting Model on Databricks

Building a Forecasting Model on Databricks: A Step-by-Step Guide This guide offers a detailed, step-by-step approach for building a forecasting model on Databricks. By leveraging the power of Databricks, you will unlock new potentials in your data w...

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  • 4 replies
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Latest Reply
khviyer
New Contributor
  • 9 kudos

Very Helpful. Loved reading it.

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3 More Replies
AlexEsibov
by • Databricks Employee
  • 20587 Views
  • 6 replies
  • 3 kudos

We are opening additional ports for Azure Databricks

IMPORTANT NOTE: we have delayed opening additional ports for new workspaces until January 31, 2025. For existing workspaces, Network Security Groups (NSGs) have been updated. If you received a communication that updates for your existing workspaces f...

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  • 20587 Views
  • 6 replies
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Latest Reply
loic
Contributor
  • 3 kudos

Hello @shiv_DB25 According to me, your NSG config is fine. The rule 65001 on your outbound should allow your cluster to access internet.Not sure it will help, but there is this line in your log:'Error code: ERROR_NO_MATCHING_DISTRIBUTION'I don't know...

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AlexEsibov
by • Databricks Employee
  • 1554 Views
  • 0 replies
  • 0 kudos

[Action required] [GCP] Databricks is updating the public IP range for our control plane services

This blog is to notify you that on January 20, 2025, Databricks will begin using new control plane service components on Google Cloud Platform (GCP). This will affect the egress and ingress IP addresses Databricks’ control plane uses. If you use a fi...

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  • 1554 Views
  • 0 replies
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DatabricksGuide
by > • New Contributor III
  • 17719 Views
  • 2 replies
  • 12 kudos

Getting Started with Databricks - Build a simple Lakehouse analytics pipeline

Getting started with Databricks - Build a simple Lakehouse analytics pipeline The demo example in this guide illustrates a lakehouse analytics pipeline using the well-known NYC taxi trip dataset. This public dataset is also available at Kaggle.  This...

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  • 17719 Views
  • 2 replies
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Latest Reply
bhanu_gautam
Contributor III
  • 12 kudos

Really well explained with Demo

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1 More Replies
AlexEsibov
by • Databricks Employee
  • 48121 Views
  • 21 replies
  • 6 kudos

[Action required] [Azure] update outbound connectivity for classic workspaces

IMPORTANT NOTE: We have indefinitely delayed the automatic enforcement described below for workspaces that had enabled workspace IP access lists prior to July 29, 2024. We still recommend manually enforcing IP access lists on compute plane requests i...

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  • 48121 Views
  • 21 replies
  • 6 kudos
Latest Reply
AlexEsibov
Databricks Employee
  • 6 kudos

@Abadoom you must have configured backend private link as well, including setting requiredNsgRules=NoAzureDatabricksRules CC @rugger-bricks  @kyrrewk if your traffic goes through Azure Firewall, then you can add the IPs of the Azure Firewall instance...

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DatabricksGuide
by > • New Contributor III
  • 6782 Views
  • 0 replies
  • 1 kudos

Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Foundation Model API

Getting started with Databricks - Deploy an LLM chatbot using Databricks Vector Search and Foundation Model API This guide demonstrates how to build a simple Retrieval-Augmented Generation (RAG) application using Databricks Vector Search, a vect...

  • 6782 Views
  • 0 replies
  • 1 kudos
DatabricksGuide
by > • New Contributor III
  • 3613 Views
  • 0 replies
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Get started with an exploratory analysis on Databricks using Sample Data

Getting started with Databricks - Exploratory analysis This guide walks you through using a Databricks notebook to query sample data stored in Unity Catalog using Python and then visualize the query results in the notebook.This is a beginner’s tutori...

  • 3613 Views
  • 0 replies
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JeffChen99
by • Databricks Employee
  • 8772 Views
  • 0 replies
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Update your UC AWS IAM Roles to include self-assume capabilities by September 20th, 2024

Background In order for Unity Catalog to moderate fine-grained access control in S3 cloud storage, Unity Catalog performs STS:AssumeRole operations on the IAM roles that underlie storage credentials. This article details the upcoming changes to the r...

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  • 8772 Views
  • 0 replies
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AlexEsibov
by • Databricks Employee
  • 13991 Views
  • 6 replies
  • 0 kudos

[Action required] [AWS] update outbound connectivity for classic workspaces

IMPORTANT NOTE: We have indefinitely delayed the automatic enforcement described below for workspaces that had enabled workspace IP access lists prior to July 29, 2024. We still recommend manually enforcing IP access lists on compute plane requests i...

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  • 13991 Views
  • 6 replies
  • 0 kudos
Latest Reply
AlexEsibov
Databricks Employee
  • 0 kudos

@SathwickKollipa if I understood your set-up correctly, all compute plane traffic will egress through proxy before hitting the control plane. In this case, allow-listing the IPs of the proxy in the workspace IP ACL should be sufficient.  @krikotti ca...

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DatabricksGuide
by > • New Contributor III
  • 12148 Views
  • 1 replies
  • 3 kudos

Getting Started with Databricks SQL Serverless on Azure

Getting Started with Databricks SQL Serverless on Azure This is an Azure admin guide for existing Databricks SQL customers interested in SQL Serverless features. This guide covers the following topics: What is Serverless ArchitectureSecurity on Serv...

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  • 12148 Views
  • 1 replies
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Latest Reply
SFO
New Contributor
  • 3 kudos

It's great

  • 3 kudos
AlexEsibov
by • Databricks Employee
  • 21301 Views
  • 6 replies
  • 3 kudos

[Action required] Azure Databricks is updating the public IP range for its control plane services

Starting on 30 May 2024, Azure Databricks will begin using new control plane service components. This will affect the egress and ingress IP addresses Azure Databricks’ control plane uses. If you use a firewall or proxy appliance to restrict user acce...

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  • 21301 Views
  • 6 replies
  • 3 kudos
Latest Reply
AlexEsibov
Databricks Employee
  • 3 kudos

@VladimirD1 apologies for the delay - for workspaces that are both: a) in a locked virtual network in your Azure subscription (i.e., NOT VNet injection workspaces)  b) NOT using secure cluster connectivity there is an NSG inbound rule for the compute...

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5 More Replies
AlexEsibov
by • Databricks Employee
  • 4589 Views
  • 0 replies
  • 0 kudos

[Action required] [GCP] update outbound connectivity for classic workspaces

IMPORTANT NOTE: We have indefinitely delayed the automatic enforcement described below for workspaces that had enabled workspace IP access lists prior to July 29, 2024. We still recommend manually enforcing IP access lists on compute plane requests i...

Screenshot 2024-05-21 at 2.28.13 PM.png
  • 4589 Views
  • 0 replies
  • 0 kudos
AlexEsibov
by • Databricks Employee
  • 8195 Views
  • 1 replies
  • 3 kudos

DigiCert is updating its root CA certificate

Databricks uses DigiCert as its SSL certificate authority, to establish trust. DigiCert is making a change to its root and intermediate CA certificates (detailed information below). This change will impact Databricks, starting on May 15, 2024. If you...

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  • 8195 Views
  • 1 replies
  • 3 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 3 kudos

Thanks for info 

  • 3 kudos