Book Image

Machine Learning with AWS

By : Jeffrey Jackovich, Ruze Richards
Book Image

Machine Learning with AWS

By: Jeffrey Jackovich, Ruze Richards

Overview of this book

<p>Machine Learning with AWS is the right place to start if you are a beginner interested in learning useful artificial intelligence (AI) and machine learning skills using Amazon Web Services (AWS), the most popular and powerful cloud platform. You will learn how to use AWS to transform your projects into apps that work at high speed and are highly scalable. From natural language processing (NLP) applications, such as language translation and understanding news articles and other text sources, to creating chatbots with both voice and text interfaces, you will learn all that there is to know about using AWS to your advantage. You will also understand how to process huge numbers of images fast and create machine learning models.</p> <p>By the end of this book, you will have developed the skills you need to efficiently use AWS in your machine learning and artificial intelligence projects.</p>
Table of Contents (9 chapters)
Machine Learning with AWS
Preface

Introduction


In the preceding chapters, you created a chatbot using the Amazon Lex service, named MarketNanny. This chatbot receives input from you about a stock ticker symbol and then, relays that information to a Lambda function, which then goes out to an external API and retrieves that information. The Lambda function then sends this information back to the chatbot, which in turn provides it to you by means of conversational text and speech interfaces.

You have already used a text interface before, and in the following chapter you learned how to set up a voice-based call center using the Amazon Connect service. You created a contact flow and populated it with the appropriate nodes and properties for those nodes to connect to your MarketNanny chatbot and allow anyone to converse with the chatbot through a voice interface that's available by dialing a local phone number!

In this chapter, you will use the Amazon Rekognition service to perform various image processing tasks. First, you will...