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

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ms.service: cognitive-services
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ms.subservice: anomaly-detector
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ms.topic: tutorial
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ms.date: 12/19/2019
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ms.date: 03/05/2020
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ms.author: aahi
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---
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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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If you don't have an Azure subscription, [create a free account](https://azure.microsoft.com/free/) before you begin.
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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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The output now resembles the following snippets.
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```
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groupTime average
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2019-04-23T04:00:00.000+0000 24
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2019-04-26T19:00:00.000+0000 47.888888888888886
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2019-04-25T12:00:00.000+0000 32.25
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2019-04-26T09:00:00.000+0000 63.4
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2019-04-23T04:00:00.000+0000 24
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2019-04-26T19:00:00.000+0000 47.888888888888886
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2019-04-25T12:00:00.000+0000 32.25
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2019-04-26T09:00:00.000+0000 63.4
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...
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...
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The output as below:
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```
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groupTime average
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2019-04-08T01:00:00.000+0000 25.6
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2019-04-08T02:00:00.000+0000 6857
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2019-04-08T03:00:00.000+0000 71
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2019-04-08T04:00:00.000+0000 55.111111111111114
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2019-04-08T05:00:00.000+0000 2203.8
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2019-04-08T01:00:00.000+0000 25.6
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2019-04-08T02:00:00.000+0000 6857
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2019-04-08T03:00:00.000+0000 71
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2019-04-08T04:00:00.000+0000 55.111111111111114
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2019-04-08T05:00:00.000+0000 2203.8
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...
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...
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articles/cognitive-services/Anomaly-Detector/tutorials/batch-anomaly-detection-powerbi.md

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ms.service: cognitive-services
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ms.subservice: anomaly-detector
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ms.topic: tutorial
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ms.date: 12/19/2019
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ms.date: 03/05/2020
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ms.author: aahi
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---
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> * Visualize anomalies found within your data, including expected and seen values, and anomaly detection boundaries.
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## Prerequisites
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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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[!INCLUDE [cognitive-services-anomaly-detector-signup-requirements](../../../../includes/cognitive-services-anomaly-detector-signup-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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* 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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## Load and format the time series data
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articles/cognitive-services/Bing-Autosuggest/tutorials/autosuggest.md

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ms.service: cognitive-services
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ms.subservice: bing-autosuggest
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ms.topic: tutorial
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ms.date: 12/17/2019
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ms.date: 03/05/2019
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ms.author: aahi
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---
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# Tutorial: Get search suggestions on a web page

articles/cognitive-services/Bing-Web-Search/includes/quickstarts/web-search-client-library-csharp.md

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manager: nitinme
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ms.service: cognitive-services
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ms.topic: include
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ms.date: 02/24/2020
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ms.date: 03/05/2020
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ms.author: aahi
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---
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* [NuGet Package Manager](https://github.com/jmrog/vscode-nuget-package-manager)
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* [.NET Core SDK](https://www.microsoft.com/net/download)
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[!INCLUDE [bing-web-search-quickstart-signup](~/includes/bing-web-search-quickstart-signup.md)]
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[!INCLUDE [bing-web-search-quickstart-signup](../../../../../includes/bing-web-search-quickstart-signup.md)]
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## Create a project and install dependencies
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> [!div class="nextstepaction"]
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> [Cognitive Services Node.js SDK samples](https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/)
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articles/cognitive-services/Bing-Web-Search/includes/quickstarts/web-search-client-library-java.md

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manager: nitinme
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ms.service: cognitive-services
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ms.topic: include
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ms.date: 03/05/2020
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ms.author: aahi
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---
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* [Apache Maven](https://maven.apache.org/download.cgi) or your favorite build automation tool
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* A subscription key
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[!INCLUDE [bing-web-search-quickstart-signup](~/includes/bing-web-search-quickstart-signup.md)]
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[!INCLUDE [bing-web-search-quickstart-signup](../../../../../includes/bing-web-search-quickstart-signup.md)]
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## Create a project and set up your POM file
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articles/cognitive-services/Bing-Web-Search/includes/quickstarts/web-search-client-library-javascript.md

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manager: nitinme
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ms.service: cognitive-services
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ms.topic: include
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ms.date: 03/05/2020
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* [Node.js 6](https://nodejs.org/en/download/) or later
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* A subscription key
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[!INCLUDE [bing-web-search-quickstart-signup](~/includes/bing-web-search-quickstart-signup.md)]
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[!INCLUDE [bing-web-search-quickstart-signup](../../../../../includes/bing-web-search-quickstart-signup.md)]
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## Set up your development environment

articles/cognitive-services/Bing-Web-Search/includes/quickstarts/web-search-client-library-python.md

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manager: nitinme
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ms.service: cognitive-services
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ms.topic: include
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ms.date: 03/05/2020
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ms.author: aahi
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---
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* [virtualenv](https://docs.python.org/3/tutorial/venv.html) for Python 2.7
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* [venv](https://pypi.python.org/pypi/virtualenv) for Python 3.x
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[!INCLUDE [bing-web-search-quickstart-signup](~/includes/bing-web-search-quickstart-signup.md)]
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[!INCLUDE [bing-web-search-quickstart-signup](../../../../../includes/bing-web-search-quickstart-signup.md)]
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## Create and configure your virtual environment
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articles/cognitive-services/Bing-Web-Search/quickstarts/client-libraries.md

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ms.service: cognitive-services
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---
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# Quickstart: Use a Bing Web Search client library

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