The GenAI Experience in UiPath Document Understanding

About The GenAI Experience in UiPath Document Understanding course

This course is designed for professionals seeking to elevate their skills in intelligent document processing. Throughout the course, participants will delve into four core generative capabilities: Annotation, Extraction, Classification, and Validation.

You’ll learn how to utilize AI to automatically annotate documents, reducing manual effort and increasing accuracy and explore the advanced methodologies for extracting structured data from unstructured documents. Further you’ll discover how to classify documents into predefined categories using generative AI and learn to implement generative validation mechanisms that ensure data integrity and compliance, reducing the risk of errors.

The GenAI Experience in UiPath Document Understanding course takes 40 minutes to complete.

Course prerequisites

To make the most of this technical deep dive course, we recommend you have a solid knowledge of RPA. If it's your first contact with RPA, please take some time to learn about the automation-building capabilities offered by UiPath. You can go through Automation Developer Learning Plan on UiPath Academy.

In order to experience the full features of Document Understanding 2023.10 and follow along with the contents in this course, you need to install AI Center on-premises or access it through UiPath Automation Cloud, through an enterprise plan.

Actions are tasks to be performed or undertaken by users when dealing with long-running workflows. User intervention is required before proceeding to the next step in the workflow. This is a licensed feature. You are legally bound to procure licenses before granting access to users. Learn more about the Action Center by referring to the documentation pages.

Course audience

The GenAI Experience in UiPath Document Understanding course targets technical audience interested in knowing in depth about the UiPath Document Understanding features and updates released in the 2023.10 version.

The GenAI Experience in UiPath Document Understanding course agenda

The full agenda covers:

• Leveraging Generative Annotation to obtain faster ML model training.

• Leveraging Generative Classification/Extraction activity/model in automation workflows.

• Using Extraction Automation Builder to create Studio web workflows based on one document.

• Using the Generative Validation feature in IntelligentOCR and DU.Activities.

The GenAI Experience in UiPath Document Understanding course learning objectives

At the end of The GenAI Experience in UiPath Document Understanding course, you should be able to:

• Leverage the Generative Annotation to obtain faster ML model training.

• Use the Generative Classification activity/model in your workflows.

• Use the Generative Extraction activity/model in your workflows.

• Use the Extraction Automation Builder to create Studio Web workflows based on one document.

• Use the Generative Validation feature in IntelligentOCR & DU.Activities.