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- The Applied AI and Natural Language Processing Workshop. Explore practical ways to transform your simple projects into powerful intelligent applications
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The Applied AI and Natural Language Processing Workshop. Explore practical ways to transform your simple projects into powerful intelligent applications
Krishna Sankar, Jeffrey Jackovich, Ruze Richards
Ebook
Are you fascinated with applications like Alexa and Siri and how they accurately process information within seconds before returning accurate results? Are you looking for a practical guide that will teach you how to build intelligent applications that can revolutionize the world of artificial intelligence? The Applied AI and NLP Workshop will take you on a practical journey where you will learn how to build artificial intelligence (AI) and natural language processing (NLP) applications with Amazon Web services (AWS).
Starting with an introduction to AI and machine learning, this book will explain how Amazon S3, or Amazon Simple Storage Service, works. You’ll then integrate AI with AWS to build serverless services and use Amazon’s NLP service Comprehend to perform text analysis on a document. As you advance, the book will help you get to grips with topic modeling to extract and analyze common themes on a set of documents with unknown topics. You’ll also work with Amazon Lex to create and customize a chatbot for task automation and use Amazon Rekognition for detecting objects, scenes, and text in images.
By the end of The Applied AI and NLP Workshop, you’ll be equipped with the knowledge and skills needed to build scalable intelligent applications with AWS.
Starting with an introduction to AI and machine learning, this book will explain how Amazon S3, or Amazon Simple Storage Service, works. You’ll then integrate AI with AWS to build serverless services and use Amazon’s NLP service Comprehend to perform text analysis on a document. As you advance, the book will help you get to grips with topic modeling to extract and analyze common themes on a set of documents with unknown topics. You’ll also work with Amazon Lex to create and customize a chatbot for task automation and use Amazon Rekognition for detecting objects, scenes, and text in images.
By the end of The Applied AI and NLP Workshop, you’ll be equipped with the knowledge and skills needed to build scalable intelligent applications with AWS.
- 1. An Introduction to AWS
- 2. Analyzing Documents and Text with Natural Language Processing
- 3. Topic Modeling and Theme Extraction
- 4. Conversational Artificial Intelligence
- 5. Using Speech with the Chatbot
- 6. Computer Vision and Image Processing
- Title: The Applied AI and Natural Language Processing Workshop. Explore practical ways to transform your simple projects into powerful intelligent applications
- Author: Krishna Sankar, Jeffrey Jackovich, Ruze Richards
- Original title: The Applied AI and Natural Language Processing Workshop. Explore practical ways to transform your simple projects into powerful intelligent applications
- ISBN: 9781800205680, 9781800205680
- Date of issue: 2020-07-27
- Format: Ebook
- Item ID: e_2aem
- Publisher: Packt Publishing