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Course Outline
Introduction to Azure Data Factory
- Overview of Azure Data Factory
- Key concepts and architecture
- Use cases and benefits of ADF
Setting Up Your ADF Environment
- Creating and configuring an ADF instance
- Navigating the Azure Data Factory portal
- Understanding integration runtimes
Working with Datasets and Linked Services
- Defining datasets and linked services
- Connecting to different data sources
- Configuring authentication and secure connections
Creating Data Pipelines
- Pipeline basics and components
- Creating simple data pipelines with activities
- Building a pipeline for data movement
Data Flow and Transformation Activities
- Introduction to data flow
- Data transformation activities
- Designing and running data flow transformations
Scheduling and Triggering Pipelines
- Scheduling pipeline runs with triggers
- Using tumbling window and event-based triggers
- Monitoring pipeline activity and understanding output logs
Debugging and Error Handling
- Debugging pipelines and data flows
- Implementing error handling and retry mechanisms
- Adding error handling to existing pipelines
Performance Optimization
- Best practices for optimizing data pipelines
- Understanding and configuring parallelism and partitioning
- Optimizing pipeline performance
Security and Monitoring
- Securing ADF with access control and permissions
- Implementing data encryption and secure data transfer
- Monitoring data pipelines with built-in tools and alerts
Advanced Scenarios and Integration
- Integrating ADF with other Azure services
- Handling complex data integration scenarios
- Creating an end-to-end data integration solution
Summary and Next Steps
Requirements
- Basic knowledge of cloud computing concepts
- Familiarity with data integration and ETL processes
Audience
- Data engineers
- Data analysts
- ETL developers
- IT professionals
14 Hours
Delivery Options
Private Group Training
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- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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