Build real-world artificial intelligence applications across industries with the help of intelligent document processingKey Featuresā¢ Tackle common document processing problems to extract value from any type of documentā¢ Unlock deeper levels of insights on IDP in a more structured and accelerated way using AWS AI/MLā¢ Apply your knowledge to solve real document analysis problems in various industry applicationsBook 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 learnā¢ Understand the requirements and challenges in deriving insights from a documentā¢ Explore common stages in the intelligent document processing pipelineā¢ Discover how AWS AI/ML can successfully automate IDP pipelinesā¢ Find out how to write clean and elegant Python code by leveraging AIā¢ Get to grips with the concepts and functionalities of AWS AI servicesā¢ Explore IDP across industries such as insurance, healthcare, finance, and the public sectorā¢ Determine how to apply business rules in IDPā¢ Build, train, and deploy models with serverless architecture for IDPWho 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.
eBook - ePub
Intelligent Document Processing with AWS AI/ML
A comprehensive guide to building IDP pipelines with applications across industries
- 246 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Intelligent Document Processing with AWS AI/ML
A comprehensive guide to building IDP pipelines with applications across industries
About this book
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Table of contents
- Intelligent Document Processing with AWS AI/ML
- Contributors
- Preface
- Part 1: Accurate Extraction of Documents and Categorization
- 1
- 2
- 3
- 4
- Part 2: Enrichment of Data and Post-Processing of Data
- 5
- 6
- 7
- Part 3: Intelligent Document Processing in Industry Use Cases
- 8
- 9
- 10
- Index
- Other Books You May Enjoy
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Yes, you can access Intelligent Document Processing with AWS AI/ML by Sonali Sahu in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.