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Natural Language Processing with AWS AI Services / M, Mona.
- Format:
- Book
- Author/Creator:
- M, Mona, author.
- Rangarajan, Premkumar, author.
- Simon, Julien, author.
- Language:
- English
- Subjects (All):
- Amazon Web Services (Firm).
- Computational linguistics.
- Artificial intelligence.
- Machine learning.
- Physical Description:
- 1 online resource (508 p.)
- Edition:
- 1st edition.
- Place of Publication:
- Packt Publishing, 2021.
- Summary:
- Natural Language Processing (NLP) uses machine learning (ML) to uncover information in unstructured data. This book will help you move quickly from business questions to high-performance models in production. To start with, youll understand the importance of NLP in todays business applications and learn the features of Amazon Comprehend and Amazon Textract to build NLP models using Python and Jupyter notebooks. Youll learn how to integrate AI in applications for accelerating business outcomes with just a few lines of code. Throughout the book, youll 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.
- 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.
- Notes:
- OCLC-licensed vendor bibliographic record.
- ISBN:
- 9781801812535
- 1801812535
- OCLC:
- 1288628491
- Publisher Number:
- 9781801812535
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