DevOps & Terraform Tutorials

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DEVOPS & TERRAFORM

Azure DevOps & Terraform for Data Engineers

Azure DevOps, YAML pipelines, Terraform infrastructure as code, modules, CI/CD for Databricks, ADF, and Fabric — the complete DevOps toolkit.

6 in-depth tutorials

01Azure DevOps Overview

Azure DevOps platform: Repos, Pipelines, Boards, Artifacts, service connections, and variable groups.

02YAML Pipelines Deep Dive

YAML pipelines: triggers, variables, parameters, conditions, templates, multi-stage, and approval gates.

03Terraform for Data Engineers

Terraform: HCL, providers, resources, state, provisioning storage accounts, Databricks, and Key Vaults.

04Terraform Modules & CI/CD

Terraform modules: reusable components, module composition, registry, and CI/CD with Azure DevOps pipelines.

05CI/CD for Databricks

CI/CD for Databricks: service principals, DABs deployment, notebook testing, and Unity Catalog promotion.

06CI/CD for ADF & Fabric

CI/CD for ADF and Fabric: ARM templates, ADFUtilities, Fabric deployment pipelines, and Variable Libraries.

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