UiPath IXP Course

This course covers everything from basics to expert level. Start with strategy planning and real-world Use Case analysis based on the DU Framework. Dive deep into End-to-End automation development in Studio using advanced Machine Learning, Active Learning, and Enterprise-grade templates.

⏱️ Duration: 3-Day Course

Who Should Attend?

Designed for professionals looking to master end-to-end intelligent document processing, advanced ML model training, and enterprise-scale deployments.

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Automation Developers

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Solution Architects

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AI & ML Engineers

Course Learning Objectives

✓ Analyze real-world Use Cases based on the DU Framework (Digitization, Classification, Extraction, Validation)
✓ Develop End-to-End automation in Studio using advanced Machine Learning
✓ Practice designing Taxonomy and managing Confidence Levels
✓ Train ML Models—both Out-of-the-Box (OOTB) and through Data Labeling to maximize accuracy
✓ Improve models using Active Learning techniques (Build, Measure, Publish, Monitor) using smaller datasets
✓ Utilize the Document Understanding Process Template, an Enterprise standard
✓ Build robust workflows with professional Error handling and Logging systems
✓ Understand the lifecycle and Licensing structure of document management projects
✓ Utilize Generative Extraction, Classification, and Validation via Cloud API

Comprehensive 3-Day Agenda

Day 1: Overview & Automation Build

1. UiPath Document Understanding (DU) Overview

  • The importance and role of IDP: Introduction to Intelligent Document Processing and why modern organizations need it for document management.
  • Learn the 4-step Framework: Understand the workflow from converting image data to digital data (Digitization), document sorting (Classification), reading data from documents (Extraction), to human review of the extracted data (Validation).
  • Core components and tools: Understand how to use UiPath Document Understanding (DU) alongside UiPath Studio.
  • Project management: Study the document management project lifecycle, including the Licensing structure.

2. Build a Document Understanding automation in Studio

  • Environment preparation and design: Steps to set up UiPath Studio along with defining Project Requirements and Solution Design.
  • Develop Document Understanding Workflow using the standard structure (DU Framework).
  • Understand and install necessary Packages in Studio required for Document Understanding.
  • Understand Confidence Scores of extracted data for Validation.
Day 2: ML Model Training

3. Train ML models for document understanding

  • Fundamentals and selecting ML Models: Introduction to Model-based document data extraction and selecting Out-of-the-box ML Models from UiPath.
  • Data preparation and Labeling: Steps for gathering Requirements to select the appropriate Extractor and selecting documents for Data Labeling to train the model.
  • The Train and Deploy model process.
  • Working with ML skills in Studio.
  • Building models with Form AI.
Day 3: Enterprise Templates & Active Learning

4. The Document Understanding Process template in Studio

  • Learn the Document Understanding Process Template.
  • Architecture of the Document Understanding Process.
  • Limitations and challenges encountered, along with solutions.
  • Utilizing the Document Understanding Process Template in real-world scenarios.
  • Architecture and licensing calculation of UiPath Document Understanding.

5. Active learning in modern projects of UiPath Document Understanding

  • Learn Active Learning in UiPath Document Understanding (modern experience).
  • Understand how to use Build, Measure, Publish, and Monitor components.
  • Understand the use of Generative Extraction, Classification, and Validation via Cloud API of UiPath Document Understanding.
UiPath IXP Course Instructor

Learn from Industry Experts

Get hands-on experience with advanced Machine Learning and Active Learning techniques guided by our certified UiPath instructors.

Enterprise Solutions

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Equip your team with the skills to build intelligent agents and orchestrate complex business processes. Fill out the form below to request a customized, in-house training quote from our Sales Department.

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