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Natural Language Processing with AWS AI Services: Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend - Brossura
- EditorePackt Publishing
- Data di pubblicazione2021
- ISBN 10 1801812535
- ISBN 13 9781801812535
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine508
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Natural Language Processing with AWS AI Services: Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend
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Natural Language Processing with AWS AI Services: Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend
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Natural Language Processing with AWS AI Services
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Natural Language Processing with AWS AI Services: Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend
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Natural Language Processing with AWS AI Services: Implement various NLP use cases from unstructured data using Amazon Comprehend and Amazon Textract
Editore:
Packt Publishing Limited, 2021
ISBN 10: 1801812535
ISBN 13: 9781801812535
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Natural Language Processing with AWS AI Services : Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Work through interesting real-life business use cases to uncover valuable insights from unstructured text using AWS AI services Key Features:Get to grips with AWS AI services for NLP and find out how to use them to gain strategic insights Run Python code to use Amazon Textract and Amazon Comprehend to accelerate business outcomes Understand how you can integrate human-in-the-loop for custom NLP use cases with Amazon A2I Book Description: Natural language processing (NLP) uses machine learning to extract information from unstructured data. This book will help you to move quickly from business questions to high-performance models in production. To start with, you'll understand the importance of NLP in today's business applications and learn the features of Amazon Comprehend and Amazon Textract to build NLP models using Python and Jupyter Not Elektronisches Buch. The book then shows you how to integrate AI in applications for accelerating business outcomes with just a few lines of code. Throughout the book, you'll cover use cases such as smart text search, setting up compliance and controls when processing confidential documents, real-time text analytics, and much more to understand various NLP scenarios. You'll deploy and monitor scalable NLP models in production for real-time and batch requirements. As you advance, you'll explore strategies for including humans in the loop for different purposes in a document processing workflow. Moreover, you'll learn best practices for auto-scaling your NLP inference for enterprise traffic. Whether you're new to ML or an experienced practitioner, by the end of this NLP book, you'll have the confidence to use AWS AI services to build powerful NLP applications. What You Will Learn:Automate various NLP workflows on AWS to accelerate business outcomes Use Amazon Textract for text, tables, and handwriting recognition from images and PDF files Gain insights from unstructured text in the form of sentiment analysis, topic modeling, and more using Amazon Comprehend Set up end-to-end document processing pipelines to understand the role of humans in the loop Develop NLP-based intelligent search solutions with just a few lines of code Create both real-time and batch document processing pipelines using Python Who this book is 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 not Elektronisches Buch and Python will be helpful. Codice articolo 9781801812535
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Natural Language Processing with AWS AI Services
Da: moluna, Greven, Germania
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Condizione: New. 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. Codice articolo 532754932
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