Prometheus, Grafana, and OpenTelemetry
This trainging course introduces monitoring and complete telemetry process based on Prometheus/Grafana services.
Introduction
Course introduction
This lesson provides basic information about the course itself.
Introduction to monitoring
This training teaches you the basic principles monitoring, covering various definitions and types of monitoring including the new observability patterns.
Introduction to Prometheus
This training teaches you the basics of Prometheus-based monitoring.
Prometheus relabeling
Learn relabeling, the Prometheus configuration meta language that is central to transforming and filtering labeled objects such as targets, scraped samples, or alerts.
Prometheus service discovery
You will learn how Prometheus uses service discovery to find and scrape targets.
Prometheus data ingestion
This training teaches you the basics of Prometheus data ingestion and scraping.
Prometheus query language
Learn how to query Prometheus from the ground up using the PromQL query language.
Collecting telemetry with Grafana Alloy
This training teaches you how to collect telemetry using this OpenTelemetry distribution.
Advanced
Loki Introduction
This training teaches you the basics of log collection, an architecture overview of Loki as well as major Loki features.
Loki query language
Learn how to query Loki from the ground up using the LogQL query language.
Dashboarding with Grafana
This training teaches you the basics of data visualization with Grafana.
Alerting with Prometheus
Training how Alertmanager processes alerting rules from Prometheus and Loki, and how alert-handler acts on them.
Using monitoring mixins
In this training, you will learn how to use monitoring-mixins to build dashboards and alerts based on your monitoring data.
Monitoring data analysis
This training teaches you the basic principles monitoring, covering various definitions and types of monitoring including the new observability patterns.
Introduction to Tempo
Distributed tracing with Grafana Tempo - traces and spans, the Tempo architecture, OpenTelemetry and Alloy on the way in, TraceQL in Grafana, with the lab's instrumented shop services and Kubernetes events traced by kspan.
Introduction to Pyroscope
Continuous profiling with Grafana Pyroscope - what a profile answers, the Pyroscope architecture, profiles arriving by SDK, pprof scrape or eBPF through Alloy, and flame graphs in Grafana, on the lab's own services.