Active Learning in Modern Projects of UiPath Document Understanding

About Active Learning in Modern Projects of UiPath Document Understanding course

This course is designed to enhance your expertise with the Active Learning feature of UiPath Document Understanding. It is a next-gen AI-powered model training experience within UiPath Document Understanding which involves an iterative process between annotators and a model to minimize the amount of data needed to train a Machine Learning model.

This course provides a deep dive into the four essential pillars of Active Learning: Build, Measure, Publish, and Monitor, equipping you with the skills to create, refine, and manage intelligent document processing workflows.

You’ll start by learning how to set up and configure Active Learning models tailored to your specific document processing needs and discover the metrics and evaluation techniques necessary to assess the performance of your Active Learning models. This will be followed by exploring the process of deploying your Active Learning models into production, and finally tracking their performance for continuous improvement.

The Active Learning in Modern Projects of UiPath Document Understanding course takes 1 hour 25 minutes to complete.

Course prerequisites

To make the most of this course, we recommend you have the foundational knowledge of UiPath Document Understanding. If that is not the case, please go through the UiPath Document Understanding Overview course on Academy.

Course audience

Any technical audience interested in knowing about the latest UiPath Document Understanding updates released in the 2024.4 version.

The Active Learning in Modern Projects of UiPath Document Understanding course agenda

The full agenda covers:

• Use Active Learning in the new Modern Experience.

The Active Learning in Modern Projects of UiPath Document Understanding course learning objectives

At the end of the Active Learning in Modern Projects of UiPath Document Understanding course, you should be able to:

• Use Active Learning in the new Modern Experience.

• Create Modern Projects in UiPath Document Understanding.

• Leverage the AI capabilities of UiPath Document Understanding to build robust models that improve over time.

• Analyze the overall performance and improvement areas of your project.

• Create and deploy new project versions to automate your processes.

• Monitor Document Understanding automations.