M / Rangarajan Natural Language Processing with AWS AI Services

Derive strategic insights from unstructured data with Amazon Textract and Amazon Comprehend
1. Auflage 2021
ISBN: 978-1-80181-548-2
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 508 Seiten

No detailed description available for "Natural Language Processing with AWS AI Services".

Autoren/Hrsg.

M, Mona

Rangarajan, Premkumar

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware

Inhaltsverzeichnis

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

Über Autor(innen)

M Mona:

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.Rangarajan Premkumar:

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.