Natural Language Processing with AWS AI Services: Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend

Price: $54.99 – $51.72
(as of Dec 27,2024 14:29:46 UTC – Details)

Publisher ‏ : ‎ Packt Publishing (November 26, 2021)
Language ‏ : ‎ English
Paperback ‏ : ‎ 508 pages
ISBN-10 ‏ : ‎ 1801812535
ISBN-13 ‏ : ‎ 978-1801812535
Item Weight ‏ : ‎ 1.94 pounds
Dimensions ‏ : ‎ 9.25 x 7.5 x 1.05 inches

Natural Language Processing (NLP) is a powerful tool that allows businesses to derive valuable insights from unstructured data, such as customer reviews, social media posts, and email communications. With the help of AWS AI services like Amazon Textract and Amazon Comprehend, organizations can now easily analyze and extract key information from vast amounts of text data.

Amazon Textract is a machine learning service that automatically extracts text and data from scanned documents, such as invoices, contracts, and forms. By using optical character recognition (OCR) technology, Textract can accurately identify and extract text, tables, and other structured data from various types of documents. This can be extremely useful for businesses looking to digitize their paper documents and make them searchable and analyzable.

On the other hand, Amazon Comprehend is a natural language processing service that uses machine learning algorithms to analyze text data and extract insights, such as sentiment analysis, entity recognition, and key phrase extraction. With Comprehend, businesses can gain a deeper understanding of their customers’ opinions, preferences, and behaviors by analyzing large volumes of text data, such as customer reviews, social media posts, and survey responses.

By combining Amazon Textract and Amazon Comprehend, businesses can unlock the full potential of their unstructured data and derive strategic insights that can drive business growth and innovation. Whether it’s understanding customer feedback, identifying emerging trends, or improving operational efficiency, NLP with AWS AI services can help businesses stay ahead of the competition and make informed decisions based on data-driven insights.

In conclusion, Natural Language Processing with AWS AI services like Amazon Textract and Amazon Comprehend offers businesses a powerful tool for analyzing and extracting valuable insights from unstructured data. By leveraging the capabilities of these AI services, organizations can unlock the full potential of their text data and gain a competitive edge in today’s data-driven marketplace.
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