Azure Data Factory Pipelines: CLI Automation for Beginners

Efficiently moving and transforming data is fundamental for modern cloud applications. This course introduces you to Azure Data Factory, a powerful cloud-based ETL service, and shows you how to automate its operations using the Azure CLI. By the end of this course, you will be equipped to design, implement, and orchestrate automated data pipelines in Azure Data Factory, leveraging the full power of command-line interfaces for consistent and repeatable deployments. What you'll learn: Understand core Azure Data Factory concepts and components. Learn to set up and configure your Azure environment for CLI operations. Build and deploy data pipelines, datasets, and linked services using Azure CLI commands. Manage pipeline triggers, monitor runs, and troubleshoot common issues programmatically. Apply Infrastructure-as-Code principles to deploy and manage ADF resources consistently. Practice integrating CLI-based ADF deployments into foundational CI/CD workflows. The course begins with foundational concepts of data integration and Azure Data Factory, then guides you through setting up your environment and progressively building and managing data pipelines entirely through written CLI commands and explanations. This course is designed for absolute beginners with no prior experience in Azure Data Factory or Azure CLI. No prerequisites are required, just a willingness to learn cloud data integration. Start your journey into automated cloud data integration today.