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Microsoft Data & Power BIDP-700 Implement data engineering solutions using Microsoft Fabric
Engineer data solutions in Microsoft Fabric.
4 daysIntermediate27 modulesDP-700
About this course
Engineer data solutions in Microsoft Fabric. Over four days you will ingest with Dataflows Gen2, orchestrate pipelines, process data with Apache Spark, build lakehouses with Delta tables and a medallion architecture, and handle real-time data with Eventstream and Eventhouse, preparing for DP-700.
Curriculum
27 modules
- Understand Dataflows Gen2 in Microsoft Fabric
- Explore Dataflows Gen2 in Microsoft Fabric
- Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
- Module assessment
- Understand pipelines
- Use the Copy Data activity
- Use pipeline templates
- Run and monitor pipelines
- Module assessment
- Prepare to use Apache Spark
- Run Spark code
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
- Module assessment
- Get started with an Eventhouse
- Use KQL effectively
- Materialized views and stored functions
- Module assessment
- Explore end-to-end analytics with Microsoft Fabric
- Explore data teams and Microsoft Fabric
- Enable and use Microsoft Fabric
- Module assessment
- Explore the Microsoft Fabric lakehouse
- Work with Microsoft Fabric lakehouses
- Explore and transform data in a lakehouse
- Module assessment
- Prepare to use Apache Spark
- Run Spark code
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
- Module assessment
- Understand Delta Lake
- Create delta tables
- Optimize delta tables
- Work with delta tables in Spark
- Use delta tables with streaming data
- Module assessment
- Understand Dataflows Gen2 in Microsoft Fabric
- Explore Dataflows Gen2 in Microsoft Fabric
- Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
- Module assessment
- Understand pipelines
- Use the Copy Data activity
- Use pipeline templates
- Run and monitor pipelines
- Module assessment
- Describe medallion architecture
- Implement a medallion architecture in Fabric
- Query and report on data in your Fabric lakehouse
- Considerations for managing your lakehouse
- Module assessment
- What is real-time data analytics?
- Real-Time Intelligence in Microsoft Fabric
- Ingest and transform real-time data
- Store and query real-time data
- Visualize real-time data
- Automate actions
- Module assessment
- Components of Eventstream
- Eventstream sources and destinations
- Eventstream transformations
- Module assessment
- Get started with an Eventhouse
- Use KQL effectively
- Materialized views and stored functions
- Module assessment
- Get started with real-time dashboards
- Organize and filter dashboard data
- Dashboard management and optimization
- Module assessment
- Configure Activator for your data
- Create rules in Activator
- Configure actions in Activator
- Module assessment
- Explore end-to-end analytics with Microsoft Fabric
- Explore data teams and Microsoft Fabric
- Enable and use Microsoft Fabric
- Module assessment
- Understand data warehouse fundamentals
- Understand data warehouses in Fabric
- Query and transform data
- Prepare data for analysis and reporting
- Secure and monitor your data warehouse
- Module assessment
- Explore data load strategies
- Use data pipelines to load a warehouse
- Load data using T-SQL
- Load and transform data with Dataflow Gen2
- Module assessment
- Query data
- Use the SQL query editor
- Explore the visual query editor
- Use client tools to query a warehouse
- Module assessment
- Monitor capacity metrics
- Monitor current activity
- Monitor queries
- Module assessment
- Explore dynamic data masking
- Implement row-level security
- Implement column-level security
- Configure SQL granular permissions using T-SQL
- Module assessment
- Understand Continuous Integration and Continuous Delivery (CI/CD)
- Implement version control and Git integration
- Implement deployment pipelines
- Automate CI/CD using Fabric APIs
- Module assessment
- Understand monitoring
- Use Microsoft Fabric Monitor Hub
- Take action with Microsoft Fabric Activator
- Module assessment
- Understand the Fabric security model
- Configure workspace and item permissions
- Apply granular permissions
- Module assessment
- Understand the Fabric Architecture
- Understand the Fabric administrator role
- Manage Fabric security
- Govern data in Fabric
- Module assessment
- Configure Activator for your data
- Create rules in Activator
- Configure actions in Activator
- Module assessment
Who it's for
Data engineers working toward Fabric Data Engineer Associate.
Before you start
No formal prerequisites. Bring curiosity and a willingness to practise.
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