Udemy - CI - CD with Databricks Asset Bundles (DAB)

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Udemy - CI - CD with Databricks Asset Bundles (DAB) (Size: 3.4 GB)
  1 -Authentication for the Databricks CLI.url 102.4 B
  1 -Azure Databricks Workspace Set Up.mp4 31.2 MB
  1 -Building and Distributing Packages with Setuptools.url 102.4 B
  1 -Codebase Structure.mp4 29.1 MB
  1 -Connect with me on LinkedIn.url 102.4 B
  1 -Course Overview.mp4 67.9 MB
  1 -Course Project Overview.mp4 45.3 MB
  1 -Creating Databricks Compute Cluster for Development.mp4 13.4 MB
  1 -Creating a Python Wheel (.whl).mp4 75.4 MB
  1 -DAB Configuration Reference.url 102.4 B
  1 -DLT Pipeline Source Notebooks.mp4 23.1 MB
  1 -Databricks Asset Bundle configuration.url 102.4 B
  1 -Databricks CLI Workspace Configuration.mp4 68.9 MB
  1 -Databricks REST API Reference.url 102.4 B
  1 -Get an existing job definition using the UI.url 102.4 B
  1 -Git and GitHub Requirements.mp4 6.7 MB
  1 -Handling Parameters with Python Script Tasks.mp4 59.7 MB
  1 -Initialising our Bundle Project.mp4 53.1 MB
  1 -Local SparkSession.mp4 52.7 MB
  1 -PySpark Dependencies.url 102.4 B
  1 -Runtime 15.url 102.4 B
  1 -Summary of YAML Configuration Approach.mp4 16.5 MB
  1 -Well done—you’ve completed the course!.mp4 20.2 MB
  1 -YAML Syntax.url 102.4 B
  10 -Complex Variables.mp4 90.7 MB
  10 -Implementing the CI Workflow (Part 1).mp4 74.5 MB
  11 -Implementing the CI Workflow (Part 2).mp4 73.9 MB
  11 -Lookup Variables (+ Documentation for Variables).mp4 57 MB
  11 -Subsitutions and Variables.url 102.4 B
  12 -Azure Service Principal.mp4 14.2 MB
  13 -Azure Service Principal Authentication.url 102.4 B
  13 -Service Principal Set Up for Test Deployment.mp4 83.7 MB
  14 -Service Principal Set Up for Prod Deployment.mp4 68.6 MB
  15 -GitHub Environments Set Up.mp4 74.8 MB
  15 -Managing GitHub Environments for Deployment.url 204.8 B
  16 -Implementing the CD Workflow.mp4 61.9 MB
  17 -End to End Walkthrough.mp4 74.5 MB
  2 - Databricks CLI.html 716.8 B
  2 -Bronze Notebook Walkthrough.mp4 53 MB
  2 -Configuring the DLT Pipeline.mp4 91.1 MB
  2 -Databricks CLI Commands.url 102.4 B
  2 -Databricks CLI Demo.mp4 98.7 MB
  2 -Databricks REST API Reference.url 102.4 B
  2 -Git and GitHub Basics.drawio 24.2 KB
  2 -GitHub Basics (Optional).mp4 18.6 MB
  2 -Installing the Wheel on a Databricks Cluster.mp4 15.7 MB
  2 -Integrating VS Code with Databricks Compute.mp4 27.9 MB
  2 -Introduction to Unit Testing with Pytest.mp4 14.6 MB
  2 -Pytest Documentation.url 102.4 B
  2 -VS Code Download.url 102.4 B
  2 -VS Code.mp4 8.3 MB
  2 -Validating and Deploying the Bundle.mp4 58.1 MB
  2 -Walkthrough of Refactored Code.mp4 50.8 MB
  2 -What are Databricks Asset Bundles.mp4 32.7 MB
  2 -Workspace Set Up (Creating Course Catalogs, Schemas and Volumes).mp4 38.4 MB
  3 - Python Virtual Environments.html 409.6 B
  3 - VS Code Tutorial.html 307.2 B
  3 -Adding Unit Tests to our Project.mp4 40.3 MB
  3 -Databricks Runtime Compatibility.url 102.4 B
  3 -Deploying the Bundle to Different Targets.mp4 76.6 MB
  3 -GitHub Workflow Demo (Optional).mp4 77.3 MB
  3 -Installing Databricks Connect.mp4 51.2 MB
  3 -Installing Wheel Packages in Your Databricks Jobs.mp4 80.6 MB
  3 -Java Downloads.url 102.4 B
  3 -Local Java Installation.mp4 31 MB
  3 -Silver Notebook Walkthrough.mp4 76.5 MB
  3 -Spark and Java versions Supportability Matrix.url 102.4 B
  3 -What is CICD.mp4 118.8 MB
  4 -Advanced Databricks Connect Usage DatabricksSession.url 102.4 B
  4 -Creating a DatabricksSession to Run Scripts on the Terminal.mp4 38.4 MB
  4 -Creating a New Databricks Project Repo from Scratch on GitHub (Optional).mp4 43.3 MB
  4 -Databricks Asset Bundle Configuration.url 102.4 B
  4 -Databricks REST API.url 102.4 B
  4 -Databricks Runtime Compatibility.url 102.4 B
  4 -Deployment Modes.url 102.4 B
  4 -Development and CICD Workflow for this Course.mp4 47.2 MB
  4 -Download Python.url 102.4 B
  4 -Gold Notebook Walkthrough.mp4 51.7 MB
  4 -Local Python Installation.mp4 15.7 MB
  4 -Python Wheel Task.mp4 67.2 MB
  4 -Running Unit Tests on Databricks Connect.mp4 41.3 MB
  4 -Simple Workflow Job Demo and Deployment Modes.mp4 84.9 MB
  5 -Adding our Environment Dependencies in Requirements Text Files.mp4 21.7 MB
  5 -Centralising Pytest Fixtures with conftest.py.mp4 42.1 MB
  5 -Course Repository.url 102.4 B
  5 -Course Resources.mp4 27.8 MB
  5 -Databricks CLI Installation.url 102.4 B
  5 -Databricks CLI.mp4 11.5 MB
  5 -Local Module Imports in Databricks.mp4 43.2 MB
  5 -Modularising your Configuration Files.mp4 31.8 MB
  5 -VS Code Selected Python Interpreter vs Active Virtual Environment.mp4 14.4 MB
  6 - Exclude your local venv from Git & deployments.html 819.2 B
  6 -Coverage Reports.mp4 31.5 MB
  6 -Destroying a Bundle.mp4 12.4 MB
  6 -Job Configuration and Dev Deployment.mp4 94.9 MB
  6 -Publishing our Existing DAB Project to a GitHub Repo.mp4 13.7 MB
  6 -pytest-cov Documentation.url 102.4 B
  7 -Closing Comments.mp4 5.4 MB
  7 -Configuring, Deploying and Running the ETL Job.mp4 100.8 MB
  7 -Dynamic Value References.url 102.4 B
  7 -How Databricks Tracks the State of your Deployments.mp4 29.9 MB
  7 -New Developer Onboarding.mp4 46.6 MB
  8 -GitHub Actions Documentation.url 102.4 B
  8 -Introduction to GitHub Actions.mp4 87.3 MB
  8 -Regular Variables with Manual Override.mp4 148.2 MB
  9 -CICD Process Overview.mp4 18.2 MB
  9 -Regular Variables with Target Override.mp4 31.2 MB
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  JC-202503-citibike-tripdata.csv 15.3 MB
  _JC-202503-citibike-tripdata.csv 512 B
  ▲ 111 total files

Description


CI/CD with Databricks Asset Bundles (DAB)

https://WebToolTip.com

Published 5/2025
Created by Malvik Vaghadia
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 75 Lectures ( 6h 40m ) | Size: 3.41 GB

Build production-grade deployment pipelines with Databricks Asset Bundles. Package your Project as Code!

What you'll learn
Package notebooks, jobs, and configurations as versioned code with Databricks Asset Bundles
Create automated CI/CD pipelines that deploy reliably from development to production
Build and distribute custom Python packages for use in your Databricks environment
Implement unit testing and validation for Databricks code
Set up GitHub Actions workflows for automated builds, tests, and deployments
Apply DevOps best practices to Databricks

Requirements
Experience with Databricks fundamentals (notebooks, clusters, jobs)
Basic Python knowledge
Understanding of YAML Syntax
Awareness of Git and GitHub
Awareness of CI/CD

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