With the volume of data growing exponentially in this digital era, it has become paramount for professionals to process this data in an accelerated and cost-effective manner to get value out of it. Data that organizations receive is usually in raw document format, and being able to process these documents is critical to meeting growing business needs.
This book is a comprehensive guide to helping you get to grips with AI/ML fundamentals and their application in document processing use cases. You’ll begin by understanding the challenges faced in legacy document processing and discover how you can build end-to-end document processing pipelines with AWS AI services. As you advance, you'll get hands-on experience with popular Python libraries to process and extract insights from documents. This book starts with the basics, taking you through real industry use cases for document processing to deliver value-based care in the healthcare industry and accelerate loan application processing in the financial industry. Throughout the chapters, you'll find out how to apply your skillset to solve practical problems.
By the end of this AWS book, you’ll have mastered the fundamentals of document processing with machine learning through practical implementation.

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Spis treści

Intelligent Document Processing with AWS AI/ML. A comprehensive guide to building IDP pipelines with applications across industries eBook -- spis treści

• 1. Intelligent Document Processing with AWS AI and ML
• 2. Document Capture and Categorization
• 3. Accurate Document Extraction with Amazon Textract
• 4. Accurate Extraction with Amazon Comprehend
• 5. Document Enrichment in Intelligent Document Processing
• 6. Review and Verification of Intelligent Document Processing
• 7. Accurate Extraction and Health Insights with Amazon HealthLake
• 8. IDP Healthcare Industry Use Cases
• 9. Intelligent Document Processing – Insurance Industry
• 10. Intelligent Document Processing - Mortgage Processing