Microsoft Azure Data Factory Course Overview
The Microsoft Azure Data Factory Course Overview equips data engineers, analysts, and IT professionals with essential skills to integrate and transform data across various sources. This course emphasizes the importance of cloud-based data solutions, enabling participants to streamline data workflows, enhance analytics capabilities, and drive informed decision-making within organizations.
Course outline & what you'll learn
- Introduction to Azure Data Factory
Overview of data integration concepts
- Common use cases and benefits of Azure Data Factory
- Getting Started with Azure Data Factory
- Setting up an Azure account
- Navigating the Azure Portal and ADF interface
- Azure Data Factory Architecture
- Core components: pipelines, datasets, linked services, triggers
- Understanding data flow and pipeline execution
- Creating and Managing Pipelines
- Building ETL (Extract, Transform, Load) pipelines
- Monitoring and managing pipeline runs and activities
- Data Sources and Destinations
- Supported data sources and destinations
- Connecting to SQL, NoSQL, cloud storage, and on-premises data
- Data Movement and Transformation
- Using Copy Data activity for data movement
- Transforming data with Mapping Data Flows
- Using Triggers and Scheduling
- Types of triggers (schedule, event-based, tumbling window)
- Scheduling pipelines and managing executions
- Debugging and Troubleshooting
- Techniques for debugging pipelines and activities
- Common errors and solutions
- Security and Best Practices
- Managing authentication, permissions, and access control
- Design, performance, and optimization best practices
- Real-World Scenarios and Case Studies
- Hands-on projects for practical experience
- Analyzing real-world Azure Data Factory implementations
Conclusion and Next Steps
- Resources for continued learning and professional development
- Certification paths and advanced topics in data integration
Why train with Traincrest
This Microsoft course is delivered by Traincrest's certified instructors, live online or in the classroom, with hands-on labs and a 98% exam success rate. Trusted by 500+ companies and 50,000+ students worldwide.