The Applied AI and Natural Language Processing Workshop

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 Key Features Learn how to integrate Amazons Simple Storage Services with AI and NLP projectsGet to grips with serverless computing and its applicationsCreate intelligent applications such as chatbots and image recognition models Book Description 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. Youll then integrate AI with AWS to build serverless services and use Amazons 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. Youll 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 youll be equipped with the knowledge and skills needed to build scalable intelligent applications with AWS. What you will learn Grasp the fundamentals of AI ML and AWSExplore the AWS command line its interface and its applicationsImport and export data to Amazon S3Perform topic modeling on a set of documents to analyze common themesDevelop a custom chatbot to get the latest stock market quotesCreate a personal call center and connect it to the chatbot Who this book is for If you are a machine learning enthusiast data scientist or programmer who wants to explore AWSs 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.