Document Processing with Azure AI and PowerApps

סקירה כללית

Discover how to process documents using Azure AI and PowerApps, from training models to creating automated workflows for invoice data extraction and email notifications.

סילבוס

• Introduction to Document Processing
Overview of document processing technologies
Benefits of automation in document management
• Introduction to Azure AI
What is Azure AI?
Key capabilities and services provided by Azure AI
• Setting Up Azure AI for Document Processing
Creating an Azure account and navigating the portal
Overview of Cognitive Services relevant to document processing
• Training Models with Azure Form Recognizer
Introduction to Azure Form Recognizer
Uploading and labeling documents
Training custom models for invoice data extraction
• Introduction to PowerApps
What is PowerApps?
Key features and benefits of using PowerApps for automation
• Integrating Azure AI with PowerApps
Setting up data connections between Azure AI and PowerApps
Building apps with PowerApps to utilize AI outputs
• Automating Workflows with Power Automate and PowerApps
Introduction to Power Automate
Creating automated workflows for document processing
Setting up invoice data extraction flows
• Practical Application: Building an Automated Invoice Processing System
Designing forms and user interfaces in PowerApps
Implementing data extraction and integration with Azure AI
Sending email notifications using Power Automate
• Testing and Deployment
Testing workflows and data accuracy
Deploying and monitoring document processing solutions
• Best Practices and Optimization
Tips for improving model accuracy and efficiency
Managing and scaling document processing applications
• Conclusion and Future Trends
Reviewing course objectives and outcomes
Emerging trends in AI-powered document processing

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נושאים

Programming