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Copy file name to clipboardExpand all lines: articles/cognitive-services/cognitive-services-apis-create-account-cli.md
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---
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title: Create a Cognitive Services resource via the Azure CLI
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title: Create a Cognitive Services resource using the Azure CLI
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titleSuffix: Azure Cognitive Services
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description: Get started with Azure Cognitive Services by creating and subscribing to a resource via the Azure CLI.
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description: Get started with Azure Cognitive Services by using Azure CLI commands to create and subscribe to a resource.
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services: cognitive-services
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author: aahill
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manager: nitinme
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ms.service: cognitive-services
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keywords: cognitive services, cognitive intelligence, cognitive solutions, ai services
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ms.topic: quickstart
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ms.date: 06/04/2021
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ms.date: 03/02/2022
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ms.author: aahi
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ms.custom: mode-api, devx-track-azurecli
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ms.devlang: azurecli
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---
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# Quickstart: Create a Cognitive Services resource via the Azure CLI
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# Quickstart: Create a Cognitive Services resource using the Azure CLI
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Use this quickstart to get started with Azure Cognitive Services via the [Azure CLI](/cli/azure/install-azure-cli).
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Use this quickstart to get started with Azure Cognitive Services using [Azure Command-Line Interface (CLI)](/cli/azure/install-azure-cli) commands.
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Azure Cognitive Services are cloud-base services with REST APIs, and client library SDKs available to help developers build cognitive intelligence into applications without having direct artificial intelligence (AI) or data science skills or knowledge. Azure Cognitive Services enables developers to easily add cognitive features into their applications with cognitive solutions that can see, hear, speak, understand, and even begin to reason.
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Azure Cognitive Services are cloud-based services with REST APIs, and client library SDKs available to help developers build cognitive intelligence into applications without having direct artificial intelligence (AI) or data science skills or knowledge. Azure Cognitive Services enables developers to easily add cognitive features into their applications with cognitive solutions that can see, hear, speak, understand, and even begin to reason.
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Cognitive Services are represented by Azure [resources](../azure-resource-manager/management/manage-resources-portal.md) that you create in your Azure subscription. After creating the resource, Use the keys and endpoint generated for you to authenticate your applications.
Copy file name to clipboardExpand all lines: articles/cognitive-services/what-are-cognitive-services.md
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titleSuffix: Azure Cognitive Services
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description: Cognitive Services makes AI accessible to every developer without requiring machine-learning and data-science expertise. You need to make an API call from your application to add the ability to see (advanced image search and recognition), hear, speak, search, and decision-making into your apps.
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services: cognitive-services
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author: nitinme
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author: PatrickFarley
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manager: nitinme
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keywords: cognitive services, cognitive intelligence, cognitive solutions, ai services, cognitive understanding, cognitive features
Azure Cognitive Services are cloud-based services with REST APIs, client library SDKs, and user interfaces available to help you build cognitive intelligence into your applications. You can add cognitive features to your applications without having artificial intelligence (AI) or data science skills. Cognitive Services comprises various AI services that enable you to build cognitive solutions that can see, hear, speak, understand, and even make decisions.
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Azure Cognitive Services are cloud-based artificial intelligence (AI) services that help you build cognitive intelligence into your applications. They are available as REST APIs, client library SDKs, and user interfaces. You can add cognitive features to your applications without having AI or data science skills. Cognitive Services enable you to build cognitive solutions that can see, hear, speak, understand, and even make decisions.
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## Categories of Cognitive Services
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* Language
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* Decision
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See the tables below to learn about the services offered within those categories.
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## Vision APIs
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|Service Name|Service Description|
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|:-----------|:------------------|
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|[Computer Vision](./computer-vision/index.yml"Computer Vision")|The Computer Vision service provides you with access to advanced cognitive algorithms for processing images and returning information. See [Computer Vision quickstart](./computer-vision/quickstarts-sdk/client-library.md) to get started with the service.|
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|[Custom Vision](./custom-vision-service/index.yml"Custom Vision Service")|The Custom Vision Service lets you build, deploy, and improve your own image classifiers. An image classifier is an AI service that applies labels to images, based on their visual characteristics. |
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|[Face](./face/index.yml"Face")| The Face service provides access to advanced face algorithms, enabling face attribute detection and recognition. See [Face quickstart](./face/quickstarts/client-libraries.md) to get started with the service.|
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|Service Name|Service Description|Quickstart
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|:-----------|:------------------|--|
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|[Computer Vision](./computer-vision/index.yml"Computer Vision")|The Computer Vision service provides you with access to advanced cognitive algorithms for processing images and returning information.|[Computer Vision quickstart](./computer-vision/quickstarts-sdk/client-library.md)|
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|[Custom Vision](./custom-vision-service/index.yml"Custom Vision Service")|The Custom Vision Service lets you build, deploy, and improve your own image classifiers. An image classifier is an AI service that applies labels to images, based on their visual characteristics. |[Custom Vision quickstart](./custom-vision-service/getting-started-build-a-classifier.md)|
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|[Face](./face/index.yml"Face")| The Face service provides access to advanced face algorithms, enabling face attribute detection and recognition.|[Face quickstart](./face/quickstarts/client-libraries.md)|
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## Speech APIs
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|Service Name|Service Description|
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|:-----------|:------------------|
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|[Speech service](./speech-service/index.yml"Speech service")|Speech service adds speech-enabled features to applications. Speech service includes various capabilities like speech-to-text, text-to-speech, speech translation, and many more.|
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|Service Name|Service Description| Quickstart|
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|:-----------|:------------------|--|
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|[Speech service](./speech-service/index.yml"Speech service")|Speech service adds speech-enabled features to applications. Speech service includes various capabilities like speech-to-text, text-to-speech, speech translation, and many more.| Go to the [Speech documentation](./speech-service/index.yml) to choose a subservice quickstart.|
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<!--
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|[Speaker Recognition API](./speech-service/speaker-recognition-overview.md "Speaker Recognition API") (Preview)|The Speaker Recognition API provides algorithms for speaker identification and verification.|
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|[Bing Speech](./speech-service/how-to-migrate-from-bing-speech.md "Bing Speech") (Retiring)|The Bing Speech API provides you with an easy way to create speech-enabled features in your applications.|
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## Language APIs
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|Service Name|Service Description|
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|:-----------|:------------------|
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|[Azure Cognitive Service for language](./language-service/index.yml"Language service")| Azure Cognitive Service for Language provides several Natural Language Processing (NLP) features to understand and analyze text.|
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|[Translator](./translator/index.yml"Translator")|Translator provides machine-based text translation in near real time.|
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|[Language Understanding LUIS](./luis/index.yml"Language Understanding")|Language Understanding (LUIS) is a cloud-based conversational AI service that applies custom machine-learning intelligence to a user's conversational or natural language text to predict overall meaning and pull out relevant information. [See LUIS quickstart](./luis/luis-get-started-create-app.md) to get started with the service.|
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|[QnA Maker](./qnamaker/index.yml"QnA Maker")|QnA Maker allows you to build a question and answer service from your semi-structured content.[See QnA Maker quickstart](./qnamaker/quickstarts/create-publish-knowledge-base.md)to get started with the service.|
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|Service Name|Service Description| Quickstart|
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|:-----------|:------------------|--|
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|[Language service](./language-service/index.yml"Language service")| Azure Language service provides several Natural Language Processing (NLP) features to understand and analyze text.| Go to the [Language documentation](./language-service/index.yml) to choose a subservice quickstart.|
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|[Translator](./translator/index.yml"Translator")|Translator provides machine-based text translation in near real time.|[Translator quickstart](./translator/quickstart-translator.md)|
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|[Language Understanding LUIS](./luis/index.yml"Language Understanding")|Language Understanding (LUIS) is a cloud-based conversational AI service that applies custom machine-learning intelligence to a user's conversational or natural language text to predict overall meaning and pull out relevant information. |[LUIS quickstart](./luis/luis-get-started-create-app.md)|
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|[QnA Maker](./qnamaker/index.yml"QnA Maker")|QnA Maker allows you to build a question and answer service from your semi-structured content.|[QnA Maker quickstart](./qnamaker/quickstarts/create-publish-knowledge-base.md)|
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## Decision APIs
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|Service Name|Service Description|
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|:-----------|:------------------|
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|[Anomaly Detector](./anomaly-detector/index.yml"Anomaly Detector")|Anomaly Detector allows you to monitor and detect abnormalities in your time series data. See [Anomaly Detector quickstart](./anomaly-detector/quickstarts/client-libraries.md)to get started with the service.|
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|[Content Moderator](./content-moderator/overview.md"Content Moderator")|Content Moderator provides monitoring for possible offensive, undesirable, and risky content. See[Content Moderator quickstart](./content-moderator/client-libraries.md) to get started with the service.|
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|[Personalizer](./personalizer/index.yml"Personalizer")|Personalizer allows you to choose the best experience to show to your users, learning from their real-time behavior. See [Personalizer quickstart](./personalizer/quickstart-personalizer-sdk.md) to get started with the service.|
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|Service Name|Service Description| Quickstart|
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|:-----------|:------------------|--|
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|[Anomaly Detector](./anomaly-detector/index.yml"Anomaly Detector")|Anomaly Detector allows you to monitor and detect abnormalities in your time series data.|[Anomaly Detector quickstart](./anomaly-detector/quickstarts/client-libraries.md)|
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|[Content Moderator](./content-moderator/overview.md"Content Moderator")|Content Moderator provides monitoring for possible offensive, undesirable, and risky content. |[Content Moderator quickstart](./content-moderator/client-libraries.md)|
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|[Personalizer](./personalizer/index.yml"Personalizer")|Personalizer allows you to choose the best experience to show to your users, learning from their real-time behavior. |[Personalizer quickstart](./personalizer/quickstart-personalizer-sdk.md)|
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## Get started with Cognitive Services
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## Create a Cognitive Services resource
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Start by creating a Cognitive Services resource with hands-on quickstarts using the following methods:
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You can create a Cognitive Services resource with hands-on quickstarts using any of the following methods:
## Using Cognitive Services in different development environments
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## Use Cognitive Services in different development environments
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With Azure and Cognitive Services, you have access to several development options, such as:
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To learn more, see [Cognitive Services development options](./cognitive-services-development-options.md).
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### Containers for Cognitive Services
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Azure Cognitive Services also provides several Docker containers that let you use the same APIs that are available from Azure, on-premises. These containers give you the flexibility to bring Cognitive Services closer to your data for compliance, security, or other operational reasons. For more information, see [Cognitive Services Containers](cognitive-services-container-support.md"Cognitive Services Containers").
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<!--
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## Subscription management
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All APIs have a free tier, which has usage and throughput limits. You can increase these limits by using a paid offering and selecting the appropriate pricing tier option when deploying the service in the Azure portal. [Learn more about the offerings and pricing](https://azure.microsoft.com/pricing/details/cognitive-services/ "offerings and pricing"). You'll need to set up an Azure subscriber account with a credit card and a phone number. If you have a special requirement or simply want to talk to sales, click "Contact us" button at the top the pricing page.
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-->
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## Using Cognitive Services securely
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Azure Cognitive Services provides a layered security model, including [authentication](authentication.md"Authentication") via Azure Active Directory credentials, a valid resource key, and [Azure Virtual Networks](cognitive-services-virtual-networks.md"Azure Virtual Networks").
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## Containers for Cognitive Services
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Azure Cognitive Services provides several Docker containers that let you use the same APIs that are available in Azure, on-premises. Using these containers gives you the flexibility to bring Cognitive Services closer to your data for compliance, security, or other operational reasons. For more information, see [Cognitive Services Containers](cognitive-services-container-support.md"Cognitive Services Containers").
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## Regional availability
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The APIs in Cognitive Services are hosted on a growing network of Microsoft-managed data centers. You can find the regional availability for each API in [Azure region list](https://azure.microsoft.com/regions"Azure region list").
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Looking for a region we don't support yet? Let us know by filing a feature request on our [UserVoice forum](https://feedback.azure.com/d365community/forum/09041fae-0b25-ec11-b6e6-000d3a4f0858).
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## Supported cultural languages
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## Language support
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Cognitive Services supports a wide range of cultural languages at the service level. You can find the language availability for each API in the [supported languages list](language-support.md"Supported languages list").
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## Security
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Azure Cognitive Services provides a layered security model, including [authentication](authentication.md"Authentication") with Azure Active Directory credentials, a valid resource key, and [Azure Virtual Networks](cognitive-services-virtual-networks.md"Azure Virtual Networks").
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## Certifications and compliance
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Cognitive Services has been awarded certifications such as CSA STAR Certification, FedRAMP Moderate, and HIPAA BAA. You can [download](https://gallery.technet.microsoft.com/Overview-of-Azure-c1be3942"Download") certifications for your own audits and security reviews.
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To understand privacy and data management, go to the [Trust Center](https://servicetrust.microsoft.com/"Trust Center").
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## Support
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## Help and support
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Cognitive Services provides several support options to help you move forward with creating intelligent applications. Cognitive Services also has a strong community of developers that can help answer your specific questions. For a full list of options available to you, see [Cognitive Services support and help options](cognitive-services-support-options.md"Cognitive Services support and help options").
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Cognitive Services provides several support options to help you move forward with creating intelligent applications. Cognitive Services also has a strong community of developers that can help answer your specific questions. For a full list of support options available to you, see [Cognitive Services support and help options](cognitive-services-support-options.md"Cognitive Services support and help options").
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## Next steps
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*[Create a Cognitive Services account](cognitive-services-apis-create-account.md"Create a Cognitive Services account")
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* Select a service from the tables above and learn how it can help you meet your development goals.
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*[Create a Cognitive Services resource using the Azure portal](cognitive-services-apis-create-account.md"Create a Cognitive Services account")
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*[Plan and manage costs for Cognitive Services](plan-manage-costs.md)
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