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 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. 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 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.
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A comprehensive guide to building IDP pipelines with applications across industries
Produktdetaljer
ISBN
9781803233536
Publisert
2022
Utgave
1. utgave
Utgiver
Vendor
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter