Document Analysis

Document analysis, sometimes called intelligent document analysis, web document analysis, document AI/intelligence, intelligent document processing, etc., all focus on using machine learning and NLP techniques to automate data extraction from documents.

Common Applications

Resources

All resources are chosen by Data Mine staff to be of decent quality, and most if not all content is free.

Videos

Automate Data Extraction and Analysis from Documents with Machine Learning (AWS)

Tutorial 2: Extracting Information from Documents (NYU)

Intelligent Document Processing - Workflow Examples and Tips (BP3 Global)

Books

Clinical Text Mining : Secondary Use of Electronic Patient Records

Intelligent Document Processing with AWS AI/ML

Articles

Intelligent document analysis with natural language processing (Accenture)

Automate data processing from documents (AWS)

Document AI (Intelligent Document Processing) (Microsoft)