Azure Data Factory
(Azure Data Factory)
Definition
Azure Data Factory (Azure Data Factory) Tool
Azure Data Factory is a cloud-based data integration service that allows the creation, scheduling, and orchestration of data workflows to move and transform data from various sources to destinations.
Expertise Level
Level 1
Basic
1. Understands the basic concepts of Azure Data Factory and its components.
2. Can create simple data pipelines to move data between basic sources and sinks.
3. Familiar with the Azure portal interface for Data Factory.
Level 2
Intermediate
1. Can design and implement complex data pipelines involving multiple activities and data transformations.
2. Able to integrate data from various on-premises and cloud sources using linked services.
3. Manages pipeline scheduling, triggers, and monitoring effectively.
Level 3
Advanced
1. Optimizes and automates end-to-end data workflows with advanced features like parameterization, custom activities, and data flow debugging.
2. Implements security best practices including access controls and data encryption within pipelines.
3. Integrates Azure Data Factory with other Azure services and analytics platforms for scalable data solutions.
