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- Integrate data with Azure Data Factory
In this module, you will:
- Understand Azure Data Factory
- Describe data integration patterns
- Explain the data factory process
- Understand Azure Data Factory components
- Azure Data Factory security
- Set up Azure Data Factory
- Create linked services
- Create datasets
- Create data factory activities and pipelines
- Manage integration runtime
- Petabyte-scale ingestion with Azure Data Factory
- Introduction
- List the data factory ingestion methods
- Describe data factory connectors
- Exercise: Use the data factory copy activity
- Exercise: Manage the self hosted integration runtime
- Exercise: Set up the Azure integration runtime
- Understand data ingestion security considerations
- Knowledge check
- Summary
- Perform code-free transformation at scale with Azure Data Factory
- Introduction
- Explain Data Factory transformation methods
- Describe Data Factory transformation types
- Use Data Factory mapping data flow
- Debug mapping data flow
- Use Data Factory wrangling data
- Use compute transformations within Data Factory
- Integrate SQL Server Integration Services packages within Data Factory
- Knowledge check
- Summary
- Orchestrate data movement and transformation in Azure Data Factory
- Introduction
- Understand data factory control flow
- Work with data factory pipelines
- Debug data factory pipelines
- Add parameters to data factory components
- Execute data factory packages
- Knowledge check
- Summary
- Execute existing SSIS packages in Azure Data Factory or Azure Synapse Pipeline
- Introduction
- Describe SQL Server Integration Services
- Understand the Azure-SIS integration runtime
- Set-up Azure-SIS integration runtime
- Run SSIS packages in Azure Data Factory
- Migrate SSIS packages to Azure Data Factory
- Knowledge check
- Summary
- Operationalize your Azure Data Factory pipelines
In this module, you will:
- Configure a git repository with a development factory
- Create and merge a feature branch
- Deploy a release pipeline
- Visually monitor pipeline runs
- Integrate with Azure Monitor
- Set up alerts
- Rerun pipeline runs
- Learn about Azure Data Factory security
