Chapter 8: An Overview of Amazon Lookout for Equipment
In this chapter, you will learn what Amazon Lookout for Equipment can do, how it works, and the kinds of applications it's better suited for. You will also understand, at a high level, how to prepare your dataset and how to integrate the service results into your own business process.
Along with Amazon Forecast and Amazon Lookout for Metrics (which you will learn about in the last part of this book), Amazon Lookout for Equipment is one of the artificial intelligence (AI)-/machine learning (ML)-managed services dedicated to problems that are structured around time series data. Amazon Lookout for Equipment is an anomaly detection service that can provide valuable insights into industrial equipment and predictive maintenance teams.
In this chapter, we're going to cover the following main topics:
- What is Amazon Lookout for Equipment?
- What are the different approaches to tackle anomaly detection?
- The...