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Intelligent Document Processing with AWS AI/ML
Intelligent Document Processing with AWS AI/ML

Intelligent Document Processing with AWS AI/ML: A comprehensive guide to building IDP pipelines with applications across industries

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Profile Icon Sonali Sahu
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$43.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8 (4 Ratings)
Paperback Oct 2022 246 pages 1st Edition
eBook
$9.99 $35.99
Paperback
$43.99
Arrow left icon
Profile Icon Sonali Sahu
Arrow right icon
$43.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8 (4 Ratings)
Paperback Oct 2022 246 pages 1st Edition
eBook
$9.99 $35.99
Paperback
$43.99
eBook
$9.99 $35.99
Paperback
$43.99

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Intelligent Document Processing with AWS AI/ML

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Key benefits

  • 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

Description

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.

Who is this book for?

This 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.

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
Estimated delivery fee Deliver to United States

Economy delivery 10 - 13 business days

Free $6.95

Premium delivery 6 - 9 business days

$21.95
(Includes tracking information)

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 21, 2022
Length: 246 pages
Edition : 1st
Language : English
ISBN-13 : 9781801810562
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Languages :
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What do you get with Print?

Product feature icon Instant access to your digital copy whilst your Print order is Shipped
Product feature icon Paperback book shipped to your preferred address
Product feature icon Redeem a companion digital copy on all Print orders
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
Modal Close icon
Payment Processing...
tick Completed

Shipping Address

Billing Address

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Estimated delivery fee Deliver to United States

Economy delivery 10 - 13 business days

Free $6.95

Premium delivery 6 - 9 business days

$21.95
(Includes tracking information)

Product Details

Publication date : Oct 21, 2022
Length: 246 pages
Edition : 1st
Language : English
ISBN-13 : 9781801810562
Category :
Languages :
Concepts :
Tools :

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Frequently bought together


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Total $ 136.97
Machine Learning Engineering on AWS
$48.99
Intelligent Document Processing with AWS AI/ML
$43.99
Serverless ETL and Analytics with AWS Glue
$43.99
Total $ 136.97 Stars icon

Table of Contents

15 Chapters
Part 1: Accurate Extraction of Documents and Categorization Chevron down icon Chevron up icon
Chapter 1: Intelligent Document Processing with AWS AI and ML Chevron down icon Chevron up icon
Chapter 2: Document Capture and Categorization Chevron down icon Chevron up icon
Chapter 3: Accurate Document Extraction with Amazon Textract Chevron down icon Chevron up icon
Chapter 4: Accurate Extraction with Amazon Comprehend Chevron down icon Chevron up icon
Part 2: Enrichment of Data and Post-Processing of Data Chevron down icon Chevron up icon
Chapter 5: Document Enrichment in Intelligent Document Processing Chevron down icon Chevron up icon
Chapter 6: Review and Verification of Intelligent Document Processing Chevron down icon Chevron up icon
Chapter 7: Accurate Extraction, and Health Insights with Amazon HealthLake Chevron down icon Chevron up icon
Part 3: Intelligent Document Processing in Industry Use Cases Chevron down icon Chevron up icon
Chapter 8: IDP Healthcare Industry Use Cases Chevron down icon Chevron up icon
Chapter 9: Intelligent Document Processing – Insurance Industry Chevron down icon Chevron up icon
Chapter 10: Intelligent Document Processing – Mortgage Processing Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8
(4 Ratings)
5 star 75%
4 star 25%
3 star 0%
2 star 0%
1 star 0%
Netanel E Apr 18, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Intelligent Document Processing with AWS AI/ML is an excellent guidebook for technical professionals and thought leaders who want to leverage insights from their documents to solve business problems. The book covers a wide range of topics, including ML and AI, document processing with technology, and real-world use cases.If you are an expert in cloud and ML you will find some insights into how to do things faster, if you are not an expert you will find a lot of ways to establish your first pipelines on AWS.The authors have done an excellent job of explaining the AWS AI/ML stack and how it can be used to solve challenges in document processing. The book is highly technical, and readers should have a basic knowledge of AI, ML, and Python programming concepts to make the most of it.The chapters are well-structured, and each chapter builds upon the knowledge gained in the previous one. The book covers everything from document capture and categorization to document enrichment, review, and verification. It also explores healthcare interoperability, prior authorization, claims adjudication, and mortgage processing as IDP solutions.One of the book's strengths is its focus on industry use cases. Readers will learn about specialized documents, such as invoices, receipts, driver's licenses, and passports, and how to leverage AWS AI services such as Amazon Textract and Amazon Comprehend for accurate extraction. The book also explores document enrichment and redaction of sensitive information with PII detection in Amazon Comprehend.Overall, the book is an informative and comprehensive guide to building IDP pipelines. It is highly recommended for technical professionals and thought leaders who want to solve business problems using insights from their documents.
Amazon Verified review Amazon
Tim Condello Nov 30, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Intelligent Document Processing with AWS AI/ML by Sonali Sahu is a fantastic book for anyone looking to understand how to get started with document processing. Sonali structures the book to enable beginners to start with understanding the core concepts and how the different AI services work together, while also being an excellent reference for industry veterans looking for examples of best practices.What sets this book apart from any other is that Sonali includes three full chapters of industry examples and use cases. You can really see how her experience in supporting healthcare and insurance comes through in the strategies she outlines for addressing these industry needs.I look forward to seeing the updates to this book and others books Sonali will write in the future as AWS continues to provide more features to meet customer needs.
Amazon Verified review Amazon
Yiqiao Yin Nov 01, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I really enjoyed reading this title. With the exploding speed of data base size and database managmeent complexity at today's era, it is important to gain insights of the relationship of document especially in the field of document review and scan. This title provides the solid knowledge of effective approach to management document using Amazon Web Services which I am very happy to read about.✅Understanding the challenges faced in legacy document processing and discover how you can build end-to-end document processing pipelines with AWS AI services✅Gain hands-on experience with popular Python libraries to process and extract insights from documents✅Find out how to apply your skillset to solve practical problems
Amazon Verified review Amazon
Om S Apr 18, 2023
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
The book "Intelligent Document Processing with AWS AI and ML" is a comprehensive guide that helps readers understand and solve business problems by leveraging insights from their documents. It provides an in-depth exploration of AI/ML fundamentals and their application in document processing use cases.The book covers various topics such as understanding the requirements and challenges in deriving insights from a document, exploring common stages in the intelligent document processing pipeline, discovering how AWS AI/ML can successfully automate IDP pipelines, writing clean and elegant Python code by leveraging AI, and getting to grips with the concepts and functionalities of AWS AI services.
Amazon Verified review Amazon
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All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


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