Intelligent Document Processing with AWS AI/ML
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Intelligent Document Processing with AWS AI/ML
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Overview of this book
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.
Table of Contents (16 chapters)
Preface
Part 1: Accurate Extraction of Documents and Categorization
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Chapter 1: Intelligent Document Processing with AWS AI and ML
Chapter 2: Document Capture and Categorization
Chapter 3: Accurate Document Extraction with Amazon Textract
Chapter 4: Accurate Extraction with Amazon Comprehend
Part 2: Enrichment of Data and Post-Processing of Data
Chapter 5: Document Enrichment in Intelligent Document Processing
Chapter 6: Review and Verification of Intelligent Document Processing
Chapter 7: Accurate Extraction, and Health Insights with Amazon HealthLake
Part 3: Intelligent Document Processing in Industry Use Cases
Chapter 8: IDP Healthcare Industry Use Cases
Chapter 9: Intelligent Document Processing – Insurance Industry
Chapter 10: Intelligent Document Processing – Mortgage Processing
Index
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