Now that we have Elastic ML enabled, we will use the remainder of this chapter to take a cursory overview of ML capabilities by using the data collected by Metricbeat (which collects and ships system performance metrics to Elasticsearch) as a mechanism to help us manifest some use cases. We will create a variety of ML analysis jobs via the Kibana plugin for ML, and will also learn how to interact with ML via its API.