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DP-700T00: Microsoft Fabric Data Engineer
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Introduction
Audio Book DP-700T00
Lesson- 1 Ingest data with Microsoft Fabric
Lesson- 1 Ingest data with Microsoft Fabric
Audio Lesson- 1 Ingest data with Microsoft Fabric
Podcast Lesson- 1 Ingest data with Microsoft Fabric
1.1.1 Introduction
1.1.2 Understand Dataflows Gen2 in Microsoft Fabric
1.1.3 Explore Dataflows Gen2 in Microsoft Fabric
1.1.4 Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
1.1.5 Summary
Activity: Tab
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Understand pipelines
1.2.3 Use the Copy Data activity
1.2.4 Use pipeline templates
1.2.5 Run and monitor pipelines
1.2.6 Summary
Activity:Drag-and-Drop
Activity: Knowledge Check
1.3.1 Introduction
1.3.2 Prepare to use Apache Spark
1.3.3 Run Spark code
1.3.4 Work with data in a Spark dataframe
1.3.5 Work with data using Spark SQL
1.3.6 Visualize data in a Spark notebook
1.3.7 Summary
Activity:True/False
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Get started with an eventhouse
1.4.3 Use KQL effectively
1.4.4 Materialized views and stored functions
1.4.5 Summary
Activity:Short Answer
Activity: Knowledge Check
Lesson - 2 Implement a Lakehouse with Microsoft Fabric
Lesson - 2 Implement a Lakehouse with Microsoft Fabric
Audio Lesson - 2 Implement a Lakehouse with Microsoft Fabric
Podcast Lesson - 2 Implement a Lakehouse with Microsoft Fabric
2.1.1 Introduction
2.1.2 Explore end-to-end analytics with Microsoft Fabric
2.1.3 Explore data teams and Microsoft Fabric
2.1.4 Enable and use Microsoft Fabric
2.1.5 Summary
Activity:Sequence
Activity: Knowledge Check
2.2.1 Introduction
2.2.2 Explore the Microsoft Fabric lakehouse
2.2.3 Work with Microsoft Fabric lakehouses
2.2.4 Explore and transform data in a lakehouse
2.2.5 Summary
Activity:Short Answer
Activity: Knowledge Check
2.3.1 Introduction
2.3.2 Prepare to use Apache Spark
2.3.3 Run Spark code
2.3.4 Work with data in a Spark dataframe
2.3.5 Work with data using Spark SQL
2.3.6 Visualize data in a Spark notebook
2.3.7 Summary
Activity: Tab
Activity: Knowledge Check
2.4.1 Introduction
2.4.2 Understand Delta Lake
2.4.3 Create delta tables
2.4.4 Optimize delta tables
2.4.5 Work with delta tables in Spark
2.4.6 Use delta tables with streaming data
2.4.7 Summary
Activity:Tab
Activity: Knowledge Check
2.5.1 Introduction
2.5.2 Understand Dataflows Gen2 in Microsoft Fabric
2.5.3 Explore Dataflows Gen2 in Microsoft Fabric
2.5.4 Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
2.5.5 Summary
Activity:True/False
Activity: Knowledge Check
2.6.1 Introduction
2.6.2 Understand pipelines
2.6.3 Use the Copy Data activity
2.6.4 Use pipeline templates
2.6.5 Run and monitor pipelines
2.6.6 Summary
Activity:Short Answer
Activity: Knowledge Check
2.7.1 Introduction
2.7.2 Describe medallion architecture
2.7.3 Implement a medallion architecture in Fabric
2.7.4 Query and report on data in your Fabric lakehouse
2.7.5 Considerations for managing your lakehouse
2.7.6 Summary
Activity:Sequence
Activity: Knowledge Check
Lesson - 3 Implement Real-Time Intelligence with Microsoft Fabric
Lesson - 3 Implement Real-Time Intelligence with Microsoft Fabric
Audio Lesson - 3 Implement Real-Time Intelligence with Microsoft Fabric
Podcast Lesson - 3 Implement Real-Time Intelligence with Microsoft Fabric
3.1.1 Introduction
3.1.2 What is real-time data analytics?
3.1.3 Real-Time Intelligence in Microsoft Fabric
3.1.4 Ingest and transform real-time data
3.1.5 Store and query real-time data
3.1.6 Visualize real-time data
3.1.7 Automate actions
3.1.8 Summary
Activity:Sequence
Activity: Knowledge Check
3.2.1 Introduction
3.2.2 Components of eventstreams
3.2.3 Eventstream sources and destinations
3.2.4 Eventstream transformations
3.2.5 Summary
Activity:Accordion
Activity: Knowledge Check
3.3.1 Introduction
3.3.2 Get started with an eventhouse
3.3.3 Use KQL effectively
3.3.4 Materialized views and stored functions
3.3.5 Summary
Activity:True/False
Activity: Knowledge Check
3.4.1 Introduction
3.4.2 Get started with real-time dashboards
3.4.3 Advanced features
3.4.4 Real-Time Dashboard best practices
3.4.5 Summary
Activity:Multiple Response
Activity: Knowledge Check
Lesson - 4 Implement a data warehouse with Microsoft Fabric
Lesson - 4 Implement a data warehouse with Microsoft Fabric
Audio Lesson - 4 Implement a data warehouse with Microsoft Fabric
Podcast Lesson - 4 Implement a data warehouse with Microsoft Fabric
4.1.1 Introduction
4.1.2 Explore end-to-end analytics with Microsoft Fabric
4.1.3 Explore data teams and Microsoft Fabric
4.1.4 Enable and use Microsoft Fabric
4.1.5 Summary
Activity:Sequence
Activity: Knowledge Check
4.2.1 Introduction
4.2.2 Understand data warehouse fundamentals
4.2.3 Understand data warehouses in Fabric
4.2.4 Query and transform data
4.2.5 Prepare data for analysis and reporting
4.2.6 Secure and monitor your data warehouse
4.2.7 Summary
Activity: Carousel/Slideshow
Activity: Knowledge Check
4.3.1 Introduction
4.3.2 Explore data load strategies
4.3.3 Use data pipelines to load a warehouse
4.3.4 Load data using T-SQL
4.3.5 Load and transform data with Dataflow Gen2
4.3.6 Summary
Activity:Multiple Response
Activity: Knowledge Check
4.4.1 Introduction
4.4.2 Query data
4.4.3 Use the SQL query editor
4.4.4 Explore the visual query editor
4.4.5 Use client tools to query a warehouse
4.4.6 Summary
Activity:True/False
Activity: Knowledge Check
4.5.1 Introduction
4.5.2 Monitor capacity metrics
4.5.3 Monitor current activity
4.5.4 Monitor queries
4.5.5 Summary
Activity:Multiple choice with image
Activity: Knowledge Check
4.6.1 Introduction
4.6.2 Explore dynamic data masking
4.6.3 Implement row-level security
4.6.4 Implement column-level security
4.6.5 Configure SQL granular permissions using T-SQL
4.6.6 Summary
Activity:Short Answer
Activity: Knowledge Check
Lesson - 5 Manage a Microsoft Fabric environment
Lesson - 5 Manage a Microsoft Fabric environment
Audio Lesson - 5 Manage a Microsoft Fabric environment
Podcast Lesson - 5 Manage a Microsoft Fabric environment
5.1.1 Introduction
5.1.2 Understand Continuous Integration and Continuous Delivery (CI/CD)
5.1.3 Implement version control and Git integration
5.1.4 Implement deployment pipelines
5.1.5 Automate CI/CD using Fabric APIs
5.1.6 Summary
Activity:Multiple Response
Activity: Knowledge Check
5.2.1 Introduction
5.2.2 Understand monitoring
5.2.3 Use Microsoft Fabric Monitor Hub
5.2.4 Take action with Microsoft Fabric Activator
5.2.5 Summary
Activity:True/False
Activity: Knowledge Check
5.3.1 Introduction
5.3.2 Understand the Fabric security model
5.3.3 Configure workspace and item permissions
5.3.4 Apply granular permissions
5.3.5 Summary
Activity:Tab
Activity: Knowledge Check
5.4.1 Introduction
5.4.2 Understand the Fabric Architecture
5.4.3 Understand the Fabric administrator role
5.4.4 Manage Fabric security
5.4.5 Govern data in Fabric
5.4.6 Summary
Activity:Short Answer
Activity: Knowledge Check
Resources
DP700T00 Blueprint
DP700T00 Detailed Curriculum
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DP-700T00: Microsoft Fabric Data Engineer
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