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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: "Introduction"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 1
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content: |
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[!include[](includes/1-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: "Introduction"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 1
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content: |
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[!include[](includes/1-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.stream-ingestion-scenarios
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title: Stream ingestion scenarios
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metadata:
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title: Stream ingestion scenarios
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description: "Stream ingestion scenarios"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 5
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content: |
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[!include[](includes/2-stream-ingestion-scenarios.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.stream-ingestion-scenarios
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title: Stream ingestion scenarios
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metadata:
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title: Stream ingestion scenarios
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description: "Stream ingestion scenarios"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 5
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content: |
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[!include[](includes/2-stream-ingestion-scenarios.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.configure-inputs-outputs
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title: Configure inputs and outputs
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metadata:
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title: Configure inputs and outputs
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description: "Configure inputs and outputs"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 9
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content: |
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[!include[](includes/3-configure-inputs-outputs.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.configure-inputs-outputs
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title: Configure inputs and outputs
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metadata:
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title: Configure inputs and outputs
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description: "Configure inputs and outputs"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 9
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content: |
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[!include[](includes/3-configure-inputs-outputs.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.define-query
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title: Define a query to select, filter, and aggregate data
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metadata:
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title: Define a query to select, filter, and aggregate data
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description: "Define a query to select, filter, and aggregate data"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 5
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content: |
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[!include[](includes/4-define-query.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.define-query
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title: Define a query to select, filter, and aggregate data
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metadata:
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title: Define a query to select, filter, and aggregate data
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description: "Define a query to select, filter, and aggregate data"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 5
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content: |
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[!include[](includes/4-define-query.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.run-job-ingest
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title: Run a job to ingest data
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metadata:
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title: Run a job to ingest data
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description: "Run a job to ingest data"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 3
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content: |
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[!include[](includes/5-run-job-ingest.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.run-job-ingest
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title: Run a job to ingest data
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metadata:
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title: Run a job to ingest data
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description: "Run a job to ingest data"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 3
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content: |
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[!include[](includes/5-run-job-ingest.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.exercise-ingest-streaming-data
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title: Exercise - Ingest streaming data into Azure Synapse Analytics
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metadata:
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title: Exercise - Ingest streaming data into Azure Synapse Analytics
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description: "Exercise - Ingest streaming data into Azure Synapse Analytics"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 45
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content: |
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[!include[](includes/6-exercise-ingest-streaming-data.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.exercise-ingest-streaming-data
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title: Exercise - Ingest streaming data into Azure Synapse Analytics
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metadata:
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title: Exercise - Ingest streaming data into Azure Synapse Analytics
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description: "Exercise - Ingest streaming data into Azure Synapse Analytics"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 45
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content: |
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[!include[](includes/6-exercise-ingest-streaming-data.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.knowledge-check
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title: Module assessment
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metadata:
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title: Module assessment
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description: "Knowledge check"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 3
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quiz:
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title: "Check your knowledge"
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questions:
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- content: "Which type of output should you use to ingest the results of an Azure Stream Analytics job into a dedicated SQL pool table in Azure Synapse Analytics?"
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choices:
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- content: "Azure Synapse Analytics"
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isCorrect: true
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explanation: "Correct. An Azure Synapse Analytics output writes data to a table in an Azure Synapse Analytics dedicated SQL pool."
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- content: "Blob storage/ADLS Gen2"
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isCorrect: false
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explanation: "Incorrect. A Blob storage/ADLS Gen2 output does not write data to a relational table in a dedicated SQL pool."
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- content: "Azure Event Hubs"
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isCorrect: false
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explanation: "Incorrect. An Azure Event Hubs output does not write data to a relational table in a dedicated SQL pool."
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- content: "Which type of output should be used to ingest the results of an Azure Stream Analytics job into files in a data lake for analysis in Azure Synapse Analytics?"
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choices:
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- content: "Azure Synapse Analytics"
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isCorrect: false
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explanation: "Incorrect. An Azure Synapse Analytics output does not write data to files in a data lake."
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- content: "Blob storage/ADLS Gen2"
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isCorrect: true
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explanation: "Correct. A Blob storage/ADLS Gen2 output writes data to files in a data lake."
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- content: "Azure Event Hubs"
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isCorrect: false
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explanation: "Incorrect. An Azure Event Hubs output does not write data to files in a data lake."
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.knowledge-check
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title: Module assessment
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metadata:
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title: Module assessment
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description: "Knowledge check"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 3
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quiz:
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title: "Check your knowledge"
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questions:
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- content: "Which type of output should you use to ingest the results of an Azure Stream Analytics job into a dedicated SQL pool table in Azure Synapse Analytics?"
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choices:
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- content: "Azure Synapse Analytics"
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isCorrect: true
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explanation: "Correct. An Azure Synapse Analytics output writes data to a table in an Azure Synapse Analytics dedicated SQL pool."
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- content: "Blob storage/ADLS Gen2"
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isCorrect: false
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explanation: "Incorrect. A Blob storage/ADLS Gen2 output does not write data to a relational table in a dedicated SQL pool."
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- content: "Azure Event Hubs"
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isCorrect: false
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explanation: "Incorrect. An Azure Event Hubs output does not write data to a relational table in a dedicated SQL pool."
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- content: "Which type of output should be used to ingest the results of an Azure Stream Analytics job into files in a data lake for analysis in Azure Synapse Analytics?"
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choices:
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- content: "Azure Synapse Analytics"
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isCorrect: false
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explanation: "Incorrect. An Azure Synapse Analytics output does not write data to files in a data lake."
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- content: "Blob storage/ADLS Gen2"
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isCorrect: true
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explanation: "Correct. A Blob storage/ADLS Gen2 output writes data to files in a data lake."
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- content: "Azure Event Hubs"
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isCorrect: false
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explanation: "Incorrect. An Azure Event Hubs output does not write data to files in a data lake."
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.summary
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title: Summary
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metadata:
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title: Summary
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description: "Summary"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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durationInMinutes: 3
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content: |
13-
[!include[](includes/8-summary.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.summary
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title: Summary
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metadata:
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title: Summary
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description: "Summary"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: unit
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durationInMinutes: 3
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content: |
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[!include[](includes/8-summary.md)]
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### YamlMime:Module
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse
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metadata:
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title: Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytic
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description: "Azure Stream Analytics provides a real-time data processing engine that you can use to ingest streaming event data into Azure Synapse Analytics for further analysis and reporting."
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: module-standard-task-based
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ms.service: azure-stream-analytics
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title: Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytics
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summary: Azure Stream Analytics provides a real-time data processing engine that you can use to ingest streaming event data into Azure Synapse Analytics for further analysis and reporting.
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abstract: |
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After completing this module, you'll be able to:
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* Describe common stream ingestion scenarios for Azure Synapse Analytics.
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* Configure inputs and outputs for an Azure Stream Analytics job.
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* Define a query to ingest real-time data into Azure Synapse Analytics.
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* Run a job to ingest real-time data, and consume that data in Azure Synapse Analytics.
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prerequisites: |
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Before starting this module, you should be familiar with Azure Stream Analytics and Azure Synapse Analytics. Consider completing the following modules first:
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- [Get started with Azure Stream Analytics](/training/modules/introduction-to-data-streaming)
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- [Introduction to Azure Synapse Analytics](/training/modules/introduction-azure-synapse-analytics)
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iconUrl: /training/achievements/azure-stream-analytics-ingest-data-streams.svg
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levels:
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- intermediate
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roles:
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- data-engineer
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products:
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- azure-stream-analytics
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- azure-synapse-analytics
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subjects:
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- data-analytics
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- data-engineering
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units:
35-
- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.introduction
36-
- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.stream-ingestion-scenarios
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.configure-inputs-outputs
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.define-query
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.run-job-ingest
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.exercise-ingest-streaming-data
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.knowledge-check
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.summary
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badge:
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.badge
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### YamlMime:Module
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse
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metadata:
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title: Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytic
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description: "Azure Stream Analytics provides a real-time data processing engine that you can use to ingest streaming event data into Azure Synapse Analytics for further analysis and reporting."
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
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ms.topic: module-standard-task-based
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ms.service: azure-stream-analytics
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title: Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytics
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summary: Azure Stream Analytics provides a real-time data processing engine that you can use to ingest streaming event data into Azure Synapse Analytics for further analysis and reporting.
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abstract: |
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After completing this module, you'll be able to:
15+
* Describe common stream ingestion scenarios for Azure Synapse Analytics.
16+
* Configure inputs and outputs for an Azure Stream Analytics job.
17+
* Define a query to ingest real-time data into Azure Synapse Analytics.
18+
* Run a job to ingest real-time data, and consume that data in Azure Synapse Analytics.
19+
prerequisites: |
20+
Before starting this module, you should be familiar with Azure Stream Analytics and Azure Synapse Analytics. Consider completing the following modules first:
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- [Get started with Azure Stream Analytics](/training/modules/introduction-to-data-streaming)
22+
- [Introduction to Azure Synapse Analytics](/training/modules/introduction-azure-synapse-analytics)
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iconUrl: /training/achievements/azure-stream-analytics-ingest-data-streams.svg
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levels:
25+
- intermediate
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roles:
27+
- data-engineer
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products:
29+
- azure-stream-analytics
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- azure-synapse-analytics
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subjects:
32+
- data-analytics
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- data-engineering
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units:
35+
- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.introduction
36+
- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.stream-ingestion-scenarios
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.configure-inputs-outputs
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.define-query
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.run-job-ingest
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.exercise-ingest-streaming-data
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.knowledge-check
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- learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.summary
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badge:
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uid: learn.wwl.ingest-streaming-data-use-azure-stream-analytics-synapse.badge
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### YamlMime:ModuleUnit
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uid: learn.wwl.perform-data-analysis-azure-databricks.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: "Introduction"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: gmalc
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ms.topic: unit
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azureSandbox: false
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labModal: false
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durationInMinutes: 2
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content: |
15-
[!include[](includes/01-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.perform-data-analysis-azure-databricks.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: "Introduction"
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ms.date: 12/12/2024
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author: wwlpublish
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ms.author: jamesh
10+
ms.topic: unit
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azureSandbox: false
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labModal: false
13+
durationInMinutes: 2
14+
content: |
15+
[!include[](includes/01-introduction.md)]

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