Module 1: Introduction to Azure Data Factory
- Understanding Azure Data Factory
- Introduction to ETL
- Data Factory Components and Architecture
Module 2: Data Ingestion
- Understanding Data Ingestion
- Using Azure Blob Storage as a Source
- Using Azure SQL Database as a Source
- Using On-premises SQL Server as a Source
- Using RESTful API as a Source
Module 3: Data Transformation
- Introduction to Data Transformation
- Transforming Data with Mapping Data Flows
- Data Flow Debugging and Tracing
- Data Flow Performance Tuning
- Using Stored Procedures in Data Flow
Module 4: Data Loading
- Understanding Data Loading
- Loading Data to Azure SQL Database
- Loading Data to Azure Synapse Analytics
- Loading Data to Azure Cosmos DB
- Loading Data to Azure Blob Storage
- Incremental Loading
Module 5: Monitoring and Management
- Monitoring Pipelines
- Managing Pipelines
- Pipeline Orchestration
- Scheduling Pipelines
- Integration with Other Azure Services