Intelligent Document Processing

About this course

Explore a document-processing pipeline from OCR and classification to field extraction, validation and human review.

This practitioner course is part of the Agentic AI & Intelligent Automation school. Work through the curriculum below in a self-paced / instructor-led format, with an estimated study time of 16 h.

Course curriculum

• Module 1 — Document Types and Layouts
• Module 2 — OCR and Its Errors
• Module 3 — Document Classification
• Module 4 — Field Extraction
• Module 5 — Validation Against Master Data and Business Rules
• Module 6 — Confidence, Thresholds and Review Queues
• Module 7 — Measuring Accuracy per Field and per Document
• Module 8 — Human-in-the-Loop Learning

Applied learning

• Case study — Brackenfield Group: the 99% that was not
• Lab 1 — A mixed batch, classified and extracted
• Lab 2 — Thresholds that balance workload and risk
• Lab 3 — The whole pipeline, end to end
• Capstone — An IDP Design and Evaluation

Who this course is for

Technology Professional; Engineer / Architect; Enterprise Team

Prerequisites

NE-AGI-203

Course details

• Course code: NE-AGI-204
• Level: Practitioner
• Estimated duration: 16 h
• Delivery: Self-Paced / Instructor-Led