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Full Product Details

Author:   Mona M ,  Premkumar Rangarajan ,  Julien Simon
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781801812535

ISBN 10:   1801812535
Pages:   508
Publication Date:   26 November 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock  
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Table of Contents

Table of Contents 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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Author Information

Mona M is a senior AI/ML specialist solutions architect at AWS. She is a highly skilled IT professional, with more than 10 years' experience in software design, development, and integration across diverse work environments. As an AWS solutions architect, her role is to ensure customer success in building applications and services on the AWS platform. She is responsible for crafting a highly scalable, flexible, and resilient cloud architecture that addresses customer business problems. She has published multiple blogs on AI and NLP on the AWS AI channel along with research papers on AI-powered search solutions. Premkumar Rangarajan is an enterprise solutions architect, specializing in AI/ML at Amazon Web Services. He has 25 years of experience in the IT industry in a variety of roles, including delivery lead, integration specialist, and enterprise architect. He has significant architecture and management experience in delivering large-scale programs across various industries and platforms. He is passionate about helping customers solve ML and AI problems. Julien Simon is a Principal Developer Advocate for AI & Machine Learning at Amazon Web Services. He focuses on helping developers and enterprises bring their ideas to life. He frequently speaks at conferences, blogs on the AWS Blog and on Medium, and he also runs an AI/ML podcast. Prior to joining AWS, Julien served for 10 years as CTO/VP Engineering in top-tier web startups where he led large Software and Ops teams in charge of thousands of servers worldwide. In the process, he fought his way through a wide range of technical, business and procurement issues, which helped him gain a deep understanding of physical infrastructure, its limitations and how cloud computing can help.

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