Book

Natural Language Processing with AWS AI Services

The book includes Python code examples for Amazon Textract, Amazon Comprehend, and other AWS AI services to build a variety of serverless NLP workflows at scale with little prior machine learning knowledge. Packed with real-life business examples, this book will help you to navigate a day in the life of an AWS AI specialist with ease.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

16h56m

Language

English

About Book

Who Is This Book For?

If you're an NLP developer or data scientist looking to get started with AWS AI services to implement various NLP scenarios quickly, this book is for you. It will show you how easy it is to integrate AI in applications with just a few lines of code. A basic understanding of machine learning (ML) concepts is necessary to understand the concepts covered. Experience with Jupyter notebooks and Python will be helpful.

Book content

chapters • 16h56m total length

NLP in the Business Context and Introduction to AWS AI Services

Introducing Amazon Textract

Introducing Amazon Comprehend

Automating Document Processing Workflows

Creating NLP Search

Using NLP to Improve Customer Service Efficiency

Understanding the Voice of Your Customer Analytics

Leveraging NLP to Monetize Your Media Content

Extracting Metadata from Financial Documents

Reducing Localization Costs with Machine Translation

Using Chatbots for Querying Documents

AI and NLP in Healthcare

Improving the Accuracy of Document Processing Workflows

Auditing Named Entity Recognition Workflows

Classifying Documents and Setting up Human in the Loop for Active Learning

Improving the Accuracy of PDF Batch Processing

Visualizing Insights from Handwritten Content

Building Secure, Reliable, and Efficient NLP Solutions

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