The Applied AI and Natural Language Processing Workshop

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.

Type
ebook
Category
publication date
2020-07-27
what you will learn

Grasp the fundamentals of AI, ML, and AWS
Explore the AWS command line, its interface, and its applications
Import and export data to Amazon S3
Perform topic modeling on a set of documents to analyze common themes
Develop a custom chatbot to get the latest stock market quotes
Create a personal call center and connect it to the chatbot

no of pages
384
duration
768
key features
Learn how to integrate Amazon’s Simple Storage Services with AI and NLP projects * Get to grips with serverless computing and its applications * Create intelligent applications such as chatbots and image recognition models
approach
With the help of engaging real-world examples, exercises, and videos, this book helps you to understand how Amazon Web Services can be used with artificial intelligence to create innovative smart projects. The hands-on approach allows you to master key skills at your own pace.
audience
If you are a machine learning enthusiast, data scientist, or programmer who wants to explore AWS's artificial intelligence and machine learning capabilities, this book is for you. Although not necessary, a basic understanding of AI and NLP will assist with grasping key topics quickly.
meta description
With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time
short description
The Applied AI and NLP Workshop will show you how to integrate artificial intelligence with Amazon Web Services to create intelligent applications. From developing language translation apps and chatbots to creating models for processing large volumes of images, you’ll learn key concepts effectively and in a real-world context.
subtitle
Explore practical ways to transform your simple projects into powerful intelligent applications
keywords
Machine Learning, Artificial Intelligence, Natural Language Processing, Amazon Web Services, Amazon S3, Topic Modeling, Chatbots, Applied artificial intelligence, AWS book, Web hosting service Amazon, NLP books, NLP practitioner, AWS serverless
Product ISBN
9781800208742