Extract insights from visual data on Azure

Übersicht

Use models in Microsoft Foundry to generate imagesAfter completing this module, you'll be able to:

Describe the capabilities of image generation models Use the Images playground in Microsoft Foundry portal Integrate image generation models into your apps Learn how to generate videos from text prompts with Sora 2 in Microsoft Foundry.After completing this module, you'll be able to:

Deploy a video-generating AI model in Microsoft Foundry. Test a video-based prompt in the chat playground.

Use the Azure OpenAI SDK to generate and remix videos in Python. Learn how to analyze images with Azure Content Understanding.After completing this module, you'll be able to:

Deploy a content-understanding AI model in Microsoft Foundry.

Test an image-based prompt in the chat playground. Use the Azure OpenAI SDK to analyze images in Python.

A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.After completing this module, you'll be able to:

Deploy a vision-enabled generative AI model in Microsoft Foundry.

Test an image-based prompt in the chat playground. Create a chat app that submits image-based prompts.

Use Azure Content Understanding for multimodal content analysis and information extraction.After completing this module, you will be able to:

Describe capabilities of Azure Content Understanding. Use Azure Content Understanding to build a content analyzer.

Consume a Content Understanding analyzer by using the REST API. Use the Azure Content Understanding REST API for multimodal content analysis and information extraction.After completing this module, you will be able to:

Use the Azure Content Understanding REST API to build a content analyzer.

Use the Azure Content Understanding REST API to consume an analyzer. Azure Document Intelligence uses OCR and deep learning to extract text, key-value pairs, tables, and structured data from documents.

Learn how to use prebuilt models, train custom models, and build document processing solutions.By the end of this module, you'll be able to:

Describe the capabilities and components of Azure Document Intelligence. Use the Document Intelligence Studio to explore and test models.

Use prebuilt models to extract data from common document types. Train and use custom models for industry-specific forms.

Unlock the hidden insights in your data with Azure AI Search.After completing this module, you'll be able to:

Implement indexing with Azure AI Search Use AI skills to enrich data in an index Search an index to find relevant information Persist extracted information in a knowledge store

Lehrplan

• Generate images with AIIntroductionWhat are image-generation models?Explore image-generation models in Microsoft Foundry portalCreate a client application that uses an image generation modelExercise - Generate images with AIModule assessmentSummary
• Generate videos with Microsoft FoundryIntroductionDeploy a video generating modelGenerate video from a promptGenerate video in PythonExercise - Generate video with Sora 2 in Microsoft FoundryModule assessmentSummary
• Analyze images with Content UnderstandingIntroductionWhat is Content Understanding?Analyze images with Content UnderstandingExercise - Analyze images with Content UnderstandingModule assessmentSummary
• Develop a vision-enabled generative AI applicationIntroductionDeploy a multimodal modelDevelop a vision-based chat appExercise - Develop a vision-enabled chat appModule assessmentSummary
• Create a multimodal analysis solution with Azure Content UnderstandingIntroductionWhat is Azure Content Understanding?Create a Content Understanding analyzerUse the Content Understanding REST APIExercise - Extract information from multimodal contentModule assessmentSummary
• Create an Azure Content Understanding client applicationIntroductionPrepare to use the AI Content Understanding REST APICreate a Content Understanding analyzerAnalyze contentExercise - Develop a Content Understanding client applicationModule assessmentSummary
• Extract data with Azure Document IntelligenceIntroductionWhat is Azure Document Intelligence?Use the Document Intelligence StudioUse prebuilt modelsTrain and use custom modelsExercise - Analyze documents with Document IntelligenceModule assessmentSummary
• Create a knowledge mining solution with Azure AI SearchIntroductionWhat is Azure AI Search?Extract data with an indexerEnrich extracted data with AI skillsSearch an indexPersist extracted information in a knowledge storeExercise - Create a knowledge mining solutionModule assessmentSummary

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Fachgebiete

Artificial Intelligence