Intelligent Document Processing with AWS AI/ML

Intelligent document processing covers modern ways to extract insights from documents. This book helps you to quickly master IDP with AWS AI services using practical applications across industries such as insurance, healthcare, mortgage, and the public sector, and bring your documents to life by deriving invaluable insights.

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Build real-world artificial intelligence applications across industries with the help of intelligent document processing

Key Features

Tackle common document processing problems to extract value from any type of document
Unlock deeper levels of insights on IDP in a more structured and accelerated way using AWS AI/ML
Apply your knowledge to solve real document analysis problems in various industry applications

Book DescriptionWith 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.

What you will learn

Understand the requirements and challenges in deriving insights from a document
Explore common stages in the intelligent document processing pipeline
Discover how AWS AI/ML can successfully automate IDP pipelines
Find out how to write clean and elegant Python code by leveraging AI
Get to grips with the concepts and functionalities of AWS AI services
Explore IDP across industries such as insurance, healthcare, finance, and the public sector
Determine how to apply business rules in IDP
Build, train, and deploy models with serverless architecture for IDP

Who this book is forThis book is for technical professionals and thought leaders who want to understand and solve business problems by leveraging insights from their documents. If you want to learn about machine learning and artificial intelligence, and work with real-world use cases such as document processing with technology, this book is for you. To make the most of this book, you should have basic knowledge of AI/ML and python programming concepts. This book is also especially useful for developers looking to explore AI/ML with industry use cases.