LLMs on Azure: Extract Information with Azure AI Document Intelligence
Microsoft Azure, AI 2025
| Intermediate
- 11 videos | 1h 17m 7s
- Earns a Badge
Document processing involves utilizing advanced technologies to automate information extraction, streamline document analysis, and improve data accuracy. Azure's innovative solutions empower organizations to efficiently interpret and manage complex document structures. In this course, explore the Azure AI Document Intelligence service, how Azure AI Foundry and Document Intelligence work together, and how to deploy the Document Intelligence service and use Azure AI Foundry to analyze and interpret documents. Next, learn how to perform receipt and invoice analysis using Azure pre-built models and how these models simplify extracting information from various document types. Finally, discover how to provision a Document Intelligence resource to work with documents using Python client libraries. After completing this course, you will be able to extract information using Azure AI Document Intelligence.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Outline how to use the azure ai vision service for optical character recognition (ocr), image analysis, and face detection
Transition to the document intelligence service within azure ai foundry
Utilize azure ai foundry, explore ai services, and deploy resources
Utilize azure ai foundry for document analysis and text extraction
Perform layout detection within azure ai's document intelligence service -
Conduct advanced document processing capabilities with pre-built ocr models
Utilize pre-built models for extracting data from various document types
Access the document intelligence service using python client sdks for analysis
Utilize the analyze layout function to extract detailed pdf content analysis
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 23sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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10m 8sUpon completion of this video, you will be able to outline how to use the Azure AI Vision service for optical character recognition (OCR), image analysis, and face detection. FREE ACCESS
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3. Using Azure AI Foundry and Document Intelligence9m 53sFind out how to transition to the Document Intelligence service within Azure AI Foundry. FREE ACCESS
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4. Utilizing Azure AI Foundry and Deploying Document Intelligence7m 52sDuring this video, discover how to utilize Azure AI Foundry, explore AI services, and deploy resources. FREE ACCESS
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5. Analyzing Documents with Azure AI Foundry7m 42sIn this video, learn how to utilize Azure AI Foundry for document analysis and text extraction. FREE ACCESS
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6. Performing Layout Detection in Document Intelligence6m 38sDiscover how to perform layout detection within Azure AI's Document Intelligence service. FREE ACCESS
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7. Conducting Receipt and Invoice Analysis with Pre-Built Models8m 52sIn this video, find out how to conduct advanced document processing capabilities with pre-built OCR models. FREE ACCESS
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8. Utilizing Pre-Built Models for Document Analysis5m 22sIn this video, you will learn how to utilize pre-built models for extracting data from various document types. FREE ACCESS
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9. Provisioning and Utilizing the Azure Document Intelligence Resource8m 41sIn this video, discover how to access the Document Intelligence service using Python client SDKs for analysis. FREE ACCESS
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10. Implementing and Analyzing Layouts with Azure Document AI9m 20sLearn how to utilize the analyze layout function to extract detailed PDF content analysis. FREE ACCESS
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11. Course Summary1m 18sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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