AI-3002: Develop AI information extraction solutions in Azure
= Scheduled class
= Guaranteed to run
= Fully booked
| LOCATION | July | August | September | October |
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| Auckland | ||||
| Hamilton | ||||
| Christchurch | ||||
| Wellington | ||||
| Virtual Class |
Learn how Azure AI Document Intelligence solutions can enable you to capture data from typed or hand-written forms. You'll also learn how to build a solution for your custom form types and integrate that solution into an Azure Cognitive Search pipeline.
Microsoft Applied Skills
Microsoft Applied Skills are scenario-based credentials that provide learners with validation of targeted skills. These credentials are an efficient and trusted way to identify and deepen proficiency in scenario-based skillsets. The interactive training and validation enable learners to demonstrate proficiency by completing real-world tasks.
Applied Skills can help students prepare for the workforce by providing them with real-world problem-solving experience and validation of their skills.
This course is for:
- AI Engineers
- Developers
- Data Engineers
- Basic understanding of Azure AI Document Intelligence
- Knowledge of at least one programming language (C#, Python)
After completing this course, students will be able to:
- Design a solution that analyses your business forms by using Azure AI Document Intelligence.
- Create a solution that analyses common documents by using Document Intelligence.
- Create a solution that analyses different custom form types by using Document Intelligence.
- Include an Azure AI Document Intelligence service as a custom skill in an Azure Cognitive Search pipeline.
- Describe the components of an Azure AI Document Intelligence solution
- Create and connect to Azure AI Document Intelligence resources in Azure
- Choose whether to use a prebuilt, custom, or composed model
- Identify business problems that you can solve by using prebuilt models in Forms Analyzer
- Analyze forms by using the General Document, Read, and Layout models
- Analyze forms by using financial, ID, and tax prebuilt models
- Lab: Analyze a document using Azure AI Document Intelligence
- Identify how Azure Document Intelligence's layout service, prebuilt models, and custom service can automate processes
- Use Azure Document Intelligence's Optical Character Recognition (OCR) capabilities with SDKs, REST API, and Azure Document Intelligence Studio
- Develop and test custom models
- Lab: Extract data from custom forms
- Describe business problems that you would use custom models and composed models to solve
- Train a custom model to obtain data from forms with unusual structures
- Create a composed model that can analyze forms in multiple formats
- Lab: Create a composed model