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

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction and Core Concepts
• 1 -Connect with me on LinkedIn.url (0.1 KB)
• 1 -Course Overview.mp4 (67.9 MB)
• 2 -What are Databricks Asset Bundles.mp4 (32.7 MB)
• 3 -What is CICD.mp4 (118.8 MB)
• 4 -Development and CICD Workflow for this Course.mp4 (47.2 MB)
• 5 -Course Repository.url (0.1 KB)
• 5 -Course Resources.mp4 (27.8 MB)
10 - Delta Live Table Pipelines with DAB
• 1 -DLT Pipeline Source Notebooks.mp4 (23.1 MB)
• 2 -Configuring the DLT Pipeline.mp4 (91.1 MB)
11 - Databricks Asset Bundles - Summary of YAML Configuration Approach
• 1 -DAB Configuration Reference.url (0.1 KB)
• 1 -Databricks REST API Reference.url (0.1 KB)
• 1 -Get an existing job definition using the UI.url (0.1 KB)
• 1 -Summary of YAML Configuration Approach.mp4 (16.5 MB)
12 - Local SparkSession Development and Unit Testing
• 1 -Local SparkSession.mp4 (52.7 MB)
• 1 -PySpark Dependencies.url (0.1 KB)
• 1 -Runtime 15.url (0.1 KB)
• 2 -Introduction to Unit Testing with Pytest.mp4 (14.6 MB)
• 2 -Pytest Documentation.url (0.1 KB)
• 3 -Adding Unit Tests to our Project.mp4 (40.3 MB)
• 4 -Running Unit Tests on Databricks Connect.mp4 (41.3 MB)
• 5 -Centralising Pytest Fixtures with conftest.py.mp4 (42.1 MB)
• 6 -Coverage Reports.mp4 (31.5 MB)
• 6 -pytest-cov Documentation.url (0.1 KB)
• 7 -Closing Comments.mp4 (5.4 MB)
13 - End to End CICD Workflows with DAB and GitHub
• 1 -Git and GitHub Requirements.mp4 (6.7 MB)
• 10 -Implementing the CI Workflow (Part 1).mp4 (74.5 MB)
• 11 -Implementing the CI Workflow (Part 2).mp4 (73.9 MB)
• 12 -Azure Service Principal.mp4 (14.2 MB)
• 13 -Azure Service Principal Authentication.url (0.1 KB)
• 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 (0.2 KB)
• 16 -Implementing the CD Workflow.mp4 (61.9 MB)
• 17 -End to End Walkthrough.mp4 (74.5 MB)
• 2 -Git and GitHub Basics.drawio (24.2 KB)
• 2 -GitHub Basics (Optional).mp4 (18.6 MB)
• 3 -GitHub Workflow Demo (Optional).mp4 (77.3 MB)
• 4 -Creating a New Databricks Project Repo from Scratch on GitHub (Optional).mp4 (43.3 MB)
• 5 -Adding our Environment Dependencies in Requirements Text Files.mp4 (21.7 MB)
• 6 -Publishing our Existing DAB Project to a GitHub Repo.mp4 (13.7 MB)
• 7 -New Developer Onboarding.mp4 (46.6 MB)
• 8 -GitHub Actions Documentation.url (0.1 KB)
• 8 -Introduction to GitHub Actions.mp4 (87.3 MB)
• 9 -CICD Process Overview.mp4 (18.2 MB)
14 - Congratulations
• 1 -Well done—you’ve completed the course!.mp4 (20.2 MB)
2 - Environment Set Up
• 1 -Azure Databricks Workspace Set Up.mp4 (31.2 MB)
• 2 -VS Code Download.url (0.1 KB)
• 2 -VS Code.mp4 (8.3 MB)
• 3 - VS Code Tutorial.html (0.3 KB)
• 3 -Databricks Runtime Compatibility.url (0.1 KB)
• 3 -Java Downloads.url (0.1 KB)
• 3 -Local Java Installation.mp4 (31.0 MB)
• 3 -Spark and Java versions Supportability Matrix.url (0.1 KB)
• 4 -Databricks Runtime Compatibility.url (0.1 KB)
• 4 -Download Python.url (0.1 KB)
• 4 -Local Python Installation.mp4 (15.7 MB)
• 5 -Databricks CLI Installation.url (0.1 KB)
• 5 -Databricks CLI.mp4 (11.5 MB)
3 - Databricks CLI
• 1 -Authentication for the Databricks CLI.url (0.1 KB)
• 1 -Databricks CLI Workspace Configuration.mp4 (68.9 MB)
• 2 - Databricks CLI.html (0.7 KB)
• 2 -Databricks CLI Commands.url (0.1 KB)
• 2 -Databricks CLI Demo.mp4 (98.7 MB)
• 2 -Databricks REST API Reference.url (0.1 KB)
4 - Getting Started with Databricks Asset Bundles
• 1 -Databricks Asset Bundle configuration.url (0.1 KB)
• 1 -Initialising our Bundle Project.mp4 (53.1 MB)
• 1 -YAML Syntax.url (0.1 KB)
• 2 -Validating and Deploying the Bundle.mp4 (58.1 MB)
• 3 -Deploying the Bundle to Different Targets.mp4 (76.6 MB)
• 4 -Databricks Asset Bundle Configuration.url (0.1 KB)
• 4 -Databricks REST API.url (0.1 KB)
• 4 -Deployment Modes.url (0.1 KB)
• 4 -Simple Workflow Job Demo and Deployment Modes.mp4 (84.9 MB)
• 5 -Modularising your Configuration Files.mp4 (31.8 MB)
• 6 -Destroying a Bundle.mp4 (12.4 MB)
• 7 -How Databricks Tracks the State of your Deployments.mp4 (29.9 MB)
5 - Set Up for Local Development
• 1 -Creating Databricks Compute Cluster for Development.mp4 (13.4 MB)
• 2 -Integrating VS Code with Databricks Compute.mp4 (27.9 MB)
• 3 - Python Virtual Environments.html (0.4 KB)
• 3 -Installing Databricks Connect.mp4 (51.2 MB)
• 4 -Advanced Databricks Connect Usage DatabricksSession.url (0.1 KB)
• 4 -Creating a DatabricksSession to Run Scripts on the Terminal.mp4 (38.4 MB)
• 5 -VS Code Selected Python Interpreter vs Active Virtual Environment.mp4 (14.4 MB)
• 6 - Exclude your local venv from Git & deployments.html (0.8 KB)
6 - Citibike Project Set Up
• 1 -Course Project Overview.mp4 (45.3 MB)
• 2 -Workspace Set Up (Creating Course Catalogs, Schemas and Volumes).mp4 (38.4 MB)
• JC-202503-citibike-tripdata.csv (15.3 MB)
__MACOSX
• _JC-202503-citibike-tripdata.csv (0.5 KB)
7 - Notebook Tasks and Variables with DAB
• 1 -Codebase Structure.mp4 (29.1 MB)
• 10 -Complex Variables.mp4 (90.7 MB)
• 11 -Lookup Variables (+ Documentation for Variables).mp4 (57.0 MB)
• 11 -Subsitutions and Variables.url (0.1 KB)
• 2 -Bronze Notebook Walkthrough.mp4 (53.0 MB)
• 3 -Silver Notebook Walkthrough.mp4 (76.5 MB)
• 4 -Gold Notebook Walkthrough.mp4 (51.7 MB)
• 5 -Local Module Imports in Databricks.mp4 (43.2 MB)
• 6 -Job Configuration and Dev Deployment.mp4 (94.9 MB)
• 7 -Configuring, Deploying and Running the ETL Job.mp4 (100.8 MB)
• 7 -Dynamic Value References.url (0.1 KB)
• 8 -Regular Variables with Manual Override.mp4 (148.2 MB)
• 9 -Regular Variables with Target Override.mp4 (31.2 MB)
8 - Python Script Tasks with DAB
• 1 -Handling Parameters with Python Script Tasks.mp4 (59.7 MB)
• 2 -Walkthrough of Refactored Code.mp4 (50.8 MB)
9 - Distributing your Reusable Code as a Wheel
• 1 -Building and Distributing Packages with Setuptools.url (0.1 KB)
• 1 -Creating a Python Wheel (.whl).mp4 (75.4 MB)
• 2 -Installing the Wheel on a Databricks Cluster.mp4 (15.7 MB)
• 3 -Installing Wheel Packages in Your Databricks Jobs.mp4 (80.6 MB)
• 4 -Python Wheel Task.mp4 (67.2 MB)
• Bonus Resources.txt (0.1 KB)