Summary

In this chapter, we understood the extensive features and capabilities that Kibana’s machine learning provides, thereby leveraging the big data in your systems to find some meaningful business insights to help the use case.

Then, we saw how anomalies can be deemed unusual behavior, even in the most normal-looking data. This helps us be aware of and predict potentially alarming events in the future. Moreover, we saw how the alerting mechanism in Kibana helps provide some great findings for the data analysis process.

With Kibana’s comprehensive suite of machine learning functionalities, you can streamline your data analysis workflow and stay proactive in identifying potential issues or anomalies in your datasets. Whether it’s identifying anomalies, monitoring job health, or leveraging other advanced analytics capabilities, Kibana enables users to unlock valuable insights from their data and drive meaningful business outcomes. In the next chapter, we...