Udemy CI CD with Databricks Asset Bundles BOOKWARE-BLZiSO | Apps-Tutorials | MP4,URL | 3.54 GiB
695 kb/s 1920×1080 | AAC 62.7 kb/s 2 CH eng
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: A iSoStorm is comin' :
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.prouldy presents.
CI CD with Databricks Asset Bundles
release date.: 22/02/26 disks........: 01
supplier.....: Bill os...........: Win
cracker......: Bill protection...: Bill
.;Program info;.
Are you ready to put DevOps and CI/CD to work in your Databricks deployments?
In this course, youll become an expert in Databricks Asset Bundlesthe official
workspace-as-code framework that brings true DevOps to your analytics platform.
Youll learn to bundle notebooks, jobs, pipelines, cluster specs, infrastructure
and workspace configurations into a single, versioned packageand then automate
its validation, testing, and multi-stage deployment through CI/CD pipelines. No
more one-off clicks or hidden driftjust repeatable, reliable releases.
High-Level Curriculum Overview
- Introduction and Core Concepts
- Get oriented with Databricks Asset Bundles and CI/CD concepts. Review the course
goals, the infinite delivery loop, and where to find code samples for each
hands-on module.
- Environment and Setup
- Provision your Azure Databricks workspaces, configure VS Code, install the
Databricks CLI, and prepare Databricks Connect for IDE-driven development.
- Asset Bundles Fundamentals
- Learn the core databricks bundles commandsinit, validate, deploy, run, and destroy
and how to define, version, and manage your analytics project in databricks.yml.
- Local Development and Unit Testing
- Integrate PyTest for unit and integration tests, run tests via CI or Databricks
Connect, and generate coverage reports to enforce quality gates.
- Understand how to switch between local PySpark for rapid unit testing and Databricks
Connect to execute and debug code on real clusters, ensuring parity between your IDE
and the cloud.
- Hands-On Projects
- Apply your knowledge in three practical hands-on projects:
- Notebook ETL pipelines (Bronze?Silver?Gold)
- Python script tasks and .whl-packaged jobs
- Delta Live Tables streaming pipelines
- Git Integration & CI/CD Pipelines
- Onboard your project to Git, adopt branch-based workflows, and author GitHub Actions
- or Azure Pipelines to automate builds, tests, staging (with approval), and production
rollouts.
https://www.udemy.com/course/cicd-with-databricks-asset-bundles
.;Install iNFO;.
- Unpack
- Use
- Enjoy ...
.;Group NEws;.
.;Greetings;.
Our greetings fly to:
All Groups which are actively and courageously work on
building better release conditions and thus keep the
scene up.
.;retired;.
we wish them the best in real life and thank them for
for all their great work they have done for blizzard...
we'll never forget you!! our fallen heroes:
xxxxxx - xxxx - xxxxxxxxx - xxxxxxxxx - xxxx
xxxxxxxxxx - XxxxxxxX - Xxxxxx
.;Joining us;.
We are a closed group,
if we need you then we will contact you!
Software worth using is worth buying.. keep this in mind!
.; Artwork updated 31.01.2005
3.7G CI CD with Databricks Asset Bundles 157M CI CD with Databricks Asset Bundles/Chapter 10_Delta Live Table Pipelines with DAB 15M CI CD with Databricks Asset Bundles/Chapter 10_Delta Live Table Pipelines with DAB/44.DLT Pipeline Source Notebooks.mp4 142M CI CD with Databricks Asset Bundles/Chapter 10_Delta Live Table Pipelines with DAB/45.Configuring the DLT Pipeline.mp4 27M CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach 16K CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach/46-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach/46-Resources/Azure Databricks REST API reference.url 4.0K CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach/46-Resources/Databricks Asset Bundle configuration - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach/46-Resources/Develop a job with Databricks Asset Bundles - Azure Databricks _ Microsoft Learn.url 27M CI CD with Databricks Asset Bundles/Chapter 11_Databricks Asset Bundles - Summary of YAML Configuration Approach/46.Summary of YAML Configuration Approach.mp4 179M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing 12K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/47-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/47-Resources/Databricks Runtime 15.4 LTS - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/47-Resources/Installation — PySpark 4.1.1 documentation.url 23M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/47.Local SparkSession.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/48-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/48-Resources/pytest documentation.url 8.9M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/48.Introduction to Unit Testing with Pytest.mp4 28M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/49.Adding Unit Tests to our Project.mp4 27M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/50.Running Unit Tests on Databricks Connect.mp4 64M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/51.Centralising Pytest Fixtures with conftest_py.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/52-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/52-Resources/pytest-cov 7.0.0 documentation.url 25M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/52.Coverage Reports.mp4 4.0M CI CD with Databricks Asset Bundles/Chapter 12_Local SparkSession Development and Unit Testing/53.Closing Comments.mp4 965M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub 5.4M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/54.Git and GitHub Requirements.mp4 32K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/55-Resources 28K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/55-Resources/Git+and+GitHub+Basics.drawio 13M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/55.GitHub Basics (Optional).mp4 114M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/56.GitHub Workflow Demo (Optional).mp4 46M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/57.Creating a New Databricks Project Repo from Scratch on GitHub (Optional).mp4 13M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/58.Adding our Environment Dependencies in Requirements Text Files.mp4 9.0M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/59.Publishing our Existing DAB Project to a GitHub Repo.mp4 30M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/60.New Developer Onboarding.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/61-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/61-Resources/GitHub Actions documentation - GitHub Docs.url 97M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/61.Introduction to GitHub Actions.mp4 11M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/62.CI_CD Process Overview.mp4 56M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/63.Implementing the CI Workflow (Part 1).mp4 101M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/64.Implementing the CI Workflow (Part 2).mp4 8.2M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/65.Azure Service Principal.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/66-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/66-Resources/Authenticate with Microsoft Entra service principals - Azure Databricks _ Microsoft Learn.url 93M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/66.Service Principal Set Up for Test Deployment.mp4 95M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/67.Service Principal Set Up for Prod Deployment.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/68-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/68-Resources/Managing environments for deployment - GitHub Docs.url 103M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/68.GitHub Environments Set Up.mp4 96M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/69.Implementing the CD Workflow.mp4 81M CI CD with Databricks Asset Bundles/Chapter 13_End to End CI_CD Workflows with DAB and GitHub/70.End to End Walkthrough.mp4 24M CI CD with Databricks Asset Bundles/Chapter 14_Congratulations 24M CI CD with Databricks Asset Bundles/Chapter 14_Congratulations/71.Well done—you’ve completed the course!.mp4 225M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts 8.0K CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/1-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/1-Resources/GitHub - pathfinder-analytics-uk_dab_project.url 79M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/1.Course Overview.mp4 20M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/2.What are Databricks Asset Bundles_.mp4 70M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/3.What is CI_CD_.mp4 28M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/4.Development and CI_CD Workflow for this Course.mp4 30M CI CD with Databricks Asset Bundles/Chapter 1_Introduction and Core Concepts/5.Course Resources.mp4 90M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up 8.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/10-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/10-Resources/Install or update the Databricks CLI - Azure Databricks _ Microsoft Learn.url 19M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/10.Databricks CLI.mp4 22M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/6.Azure Databricks Workspace Set Up.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/7-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/7-Resources/Download Visual Studio Code - Mac, Linux, Windows.url 5.0M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/7.VS Code.mp4 16K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/8-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/8-Resources/Databricks Runtime release notes versions and compatibility - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/8-Resources/Java Downloads _ Oracle.url 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/8-Resources/Spark and Java versions Supportability Matrix - Cloudera Community - 383669.url 35M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/8.Local Java Installation.mp4 12K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/9-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/9-Resources/Databricks Runtime release notes versions and compatibility - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/9-Resources/Download Python _ Python.org.url 11M CI CD with Databricks Asset Bundles/Chapter 2_Environment Set Up/9.Local Python Installation.mp4 203M CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI 8.0K CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/11-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/11-Resources/Authentication for the Databricks CLI - Azure Databricks _ Microsoft Learn.url 93M CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/11.Databricks CLI Workspace Configuration.mp4 12K CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/12-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/12-Resources/Azure Databricks REST API reference.url 4.0K CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/12-Resources/Databricks CLI commands - Azure Databricks _ Microsoft Learn.url 111M CI CD with Databricks Asset Bundles/Chapter 3_Databricks CLI/12.Databricks CLI Demo.mp4 381M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles 12K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/13-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/13-Resources/Databricks Asset Bundle configuration - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/13-Resources/YAML Syntax — Ansible Community Documentation.url 77M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/13.Initialising our Bundle Project.mp4 86M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/14.Validating and Deploying the Bundle.mp4 57M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/15.Deploying the Bundle to Different Targets.mp4 16K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/16-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/16-Resources/Create a new job _ Jobs API _ REST API reference _ Azure Databricks.url 4.0K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/16-Resources/Databricks Asset Bundle configuration - Azure Databricks _ Microsoft Learn.url 4.0K CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/16-Resources/Databricks Asset Bundle deployment modes - Azure Databricks _ Microsoft Learn.url 118M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/16.Simple Workflow Job Demo and Deployment Modes.mp4 17M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/17.Modularising your Configuration Files.mp4 8.7M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/18.Destroying a Bundle.mp4 20M CI CD with Databricks Asset Bundles/Chapter 4_Getting Started with Databricks Asset Bundles/19.How Databricks Tracks the State of your Deployments.mp4 94M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development 7.4M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/20.Creating Databricks Compute Cluster for Development.mp4 19M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/21.Integrating VS Code with Databricks Compute.mp4 35M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/22.Installing Databricks Connect.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/23-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/23-Resources/Advanced usage of Databricks Connect - Azure Databricks _ Microsoft Learn.url 26M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/23.Creating a DatabricksSession to Run Scripts on the Terminal.mp4 8.4M CI CD with Databricks Asset Bundles/Chapter 5_Set Up for Local Development/24.VS Code_ Selected Python Interpreter vs Active Virtual Environment.mp4 113M CI CD with Databricks Asset Bundles/Chapter 6_Citibike Project Set Up 67M CI CD with Databricks Asset Bundles/Chapter 6_Citibike Project Set Up/25.Course Project Overview.mp4 2.6M CI CD with Databricks Asset Bundles/Chapter 6_Citibike Project Set Up/26-Resources 2.6M CI CD with Databricks Asset Bundles/Chapter 6_Citibike Project Set Up/26-Resources/JC-202503-citibike-tripdata.csv.zip 43M CI CD with Databricks Asset Bundles/Chapter 6_Citibike Project Set Up/26.Workspace Set Up (Creating Course Catalogs, Schemas and Volumes).mp4 991M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB 19M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/27.Codebase Structure.mp4 70M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/28.Bronze Notebook Walkthrough.mp4 81M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/29.Silver Notebook Walkthrough.mp4 85M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/30.Gold Notebook Walkthrough.mp4 33M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/31.Local Module Imports in Databricks.mp4 157M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/32.Job Configuration and Dev Deployment.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/33-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/33-Resources/What is a dynamic value reference_ - Azure Databricks _ Microsoft Learn.url 166M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/33.Configuring, Deploying and Running the ETL Job.mp4 232M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/34.Regular Variables with Manual Override.mp4 24M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/35.Regular Variables with Target Override.mp4 66M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/36.Complex Variables.mp4 8.0K CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/37-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/37-Resources/Substitutions and variables in Databricks Asset Bundles - Azure Databricks _ Microsoft Learn.url 63M CI CD with Databricks Asset Bundles/Chapter 7_Notebook Tasks and Variables with DAB/37.Lookup Variables (+ Documentation for Variables).mp4 133M CI CD with Databricks Asset Bundles/Chapter 8_Python Script Tasks with DAB 96M CI CD with Databricks Asset Bundles/Chapter 8_Python Script Tasks with DAB/38.Handling Parameters with Python Script Tasks.mp4 37M CI CD with Databricks Asset Bundles/Chapter 8_Python Script Tasks with DAB/39.Walkthrough of Refactored Code.mp4 200M CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel 8.0K CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/40-Resources 4.0K CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/40-Resources/Building and Distributing Packages with Setuptools - setuptools 82.0.0 documentation.url 49M CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/40.Creating a Python Wheel (_whl).mp4 8.7M CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/41.Installing the Wheel on a Databricks Cluster.mp4 91M CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/42.Installing Wheel Packages in Your Databricks Jobs.mp4 53M CI CD with Databricks Asset Bundles/Chapter 9_Distributing your Reusable Code as a Wheel/43.Python Wheel Task.mp4 3.7G total
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