Document Understanding with UiPath

Why should you attend?

This course provides a comprehensive exploration of document understanding using UiPath, guiding learners through the intricacies of automating document processing. It begins with an introduction to what constitutes a document and how UiPath's Document Understanding framework can be leveraged to automate the extraction and processing of information from various document types. The course delves into the structure of document understanding workflows, comparing Optical Character Recognition (OCR) with more advanced document understanding techniques. Participants will learn how to set up taxonomy, which is crucial for organizing and categorizing documents effectively within workflows. As the course progresses, learners will gain insights into digitizing documents, choosing appropriate OCR engines, and configuring them for optimal performance. The classification module introduces different classifier types and focuses on training intelligent keyword classifiers for improved accuracy. Extraction techniques are covered in detail, including the use of regular expressions, form extractors, and machine learning models. Practical applications provide hands-on experience in building basic workflows for tasks such as purchase order extraction. Advanced topics include human-in-the-loop validation processes, exporting results efficiently, and integrating AI models through UiPath's AI Center. The course concludes with real-world use cases and troubleshooting strategies to ensure learners can apply their knowledge effectively in industry scenarios.