Create Classic Project in UiPath Document Understanding using AI Center 2025

In this video, you'll learn step-by-step how to build a Classic Project in UiPath Document Understanding using AI Center, and train your own custom Machine Learning model for processing documents like Legal Contracts, where pre-trained models (like invoices, receipts, etc.) aren't available.

Whether you're working with structured or semi-structured data, this video walks you through the complete process: from setting up a Classic Project to training, evaluating, and deploying your model using AI Center pipelines.

✅ What You’ll Learn in This Video:
What is a Classic Project and when to use it
How to Check license you are using
What is AI Center and how it supports custom model training
Creating Document Types using Forms AI (Semi-Structured)
Understanding Extractors and assigning them to Document Types
Using Document Manager to upload and label sample documents
What is Labelling and how to label:
Regular Fields
Column Fields
Classification Fields

Difference between:
Predict
Generative Predict
Model Predict

Working with Datasets:
Training Dataset
Evaluation Dataset
Validation Dataset

What is the 80-20 Rule in dataset splitting
How to manage ML Packages in AI Center

Understanding different Pipeline types:
Train Run Pipeline
Evaluation Run Pipeline
Full Pipeline Run

How to monitor an Active Pipeline
Deploying the model as an ML Skill
Using Package Major and Minor Versioning to evaluate results and retrain models

🎯 Use Case Covered:
📄 Training and deploying a custom ML model for Legal Contracts using Forms AI and AI Center.

Download Contract Dataset - https://github.com/UiPathRPA-GIT/DU-S...

Create Modern Project -    • Migrate Modern Projects in UiPath Document...  
UiPath Document Understanding Playlist -    • UiPath Document Understanding  

🔧 Tools Used:
UiPath Document Understanding (Classic Project)
UiPath AI Center
UiPath Automation Cloud
Document Manager for Labelling

📚 Related Topics:
UiPath Document Understanding Full Course
Modern vs Classic Projects in UiPath DU
Pre-trained vs Custom ML Models
Forms AI vs Intelligent Form Extractor
AI Center Pipelines and Datasets

💬 Have questions or need help with your own use case? Drop them in the comments – I reply to everyone!

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