Book Image

The Applied AI and Natural Language Processing Workshop

By : Krishna Sankar, Jeffrey Jackovich, Ruze Richards
Book Image

The Applied AI and Natural Language Processing Workshop

By: Krishna Sankar, Jeffrey Jackovich, Ruze Richards

Overview of this book

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.
Table of Contents (8 chapters)
Preface

Image Moderation

In addition to object and scene detection, Rekognition also provides the ability to filter out objectionable content. You can use moderation labels to give point-by-point subclassifications, enabling you to tweak the channels that you use to figure out what sorts of pictures you consider satisfactory or shocking. Amazon Rekognition Image provides the DetectModerationLabels operation to detect unsafe content in images.

You can utilize this component to enhance photograph-sharing destinations, gatherings, dating applications, content stages for youngsters, online business stages and commercial centers, and more. In this book, we will not use any adult or nude images, but we can show the use of this feature with content that may be considered racy or suggestive in some locales featuring women in revealing clothing such as swimsuits or clubwear.

The images are blurred by default in this section, so you do not have to view them unless you press the View Content...