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articles/cognitive-services/Anomaly-Detector/tutorials/anomaly-detection-streaming-databricks.md

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> * Run anomaly detection on tweets
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> [!Note]
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> This tutorial introduces an approach to implementing the recommended [solution architecture](https://azure.microsoft.com/solutions/architecture/anomaly-detector-process/) for the Anomaly Detector API.
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> * This tutorial introduces an approach to implementing the recommended [solution architecture](https://azure.microsoft.com/solutions/architecture/anomaly-detector-process/) for the Anomaly Detector API.
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> * This tutorial cannot be completed with a free trial for the Anomaly Detector API, or Azure Databricks.
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Create an [Azure subscription](https://azure.microsoft.com/free/) if you don't have one.
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> [!Note]
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> This tutorial cannot be completed with a free trial key for the Anomaly Detector API.
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> To use a free account to create the Azure Databricks cluster, before creating the cluster, go to your profile and change your subscription to **pay-as-you-go**. For more information, see [Azure free account](https://azure.microsoft.com/free/).
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## Prerequisites
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- An [Azure Event Hubs namespace](https://docs.microsoft.com/azure/event-hubs/event-hubs-create) and event hub.

articles/cognitive-services/Anomaly-Detector/tutorials/batch-anomaly-detection-powerbi.md

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* An [Azure subscription](https://azure.microsoft.com/free/)
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* [Microsoft Power BI Desktop](https://powerbi.microsoft.com/get-started/), available for free.
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* An excel file (.xlsx) containing time series data points. The example data for this quickstart can be found on [GitHub](https://go.microsoft.com/fwlink/?linkid=2090962)
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[!INCLUDE [cognitive-services-anomaly-detector-data-requirements](../../../../includes/cognitive-services-anomaly-detector-data-requirements.md)]
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Once you have your Azure subscription, <a href="https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics" title="Create a Text Analytics resource" target="_blank">create a Text Analytics resource <span class="docon docon-navigate-external x-hidden-focus"></span></a> in the Azure portal to get your key and endpoint.
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* Once you have your Azure subscription, <a href="https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics" title="Create a Text Analytics resource" target="_blank">create a Text Analytics resource <span class="docon docon-navigate-external x-hidden-focus"></span></a> in the Azure portal to get your key and endpoint.
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* You will need the key and endpoint from the resource you create to connect your application to the Text Analytics API. You'll do this later in the quickstart.
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[!INCLUDE [cognitive-services-anomaly-detector-data-requirements](../../../../includes/cognitive-services-anomaly-detector-data-requirements.md)]
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## Load and format the time series data
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