Prometheus

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What is Prometheus?

Prometheus is an open-source monitoring and alerting toolkit originally built at SoundCloud. It collects and stores metrics as time-series data, meaning metrics are stored with a timestamp at which they were recorded, along with optional key-value pairs called labels. Prometheus uses a pull model to scrape metrics from instrumented jobs, either directly or via push gateways for short-lived jobs. It offers a powerful query language (PromQL) to analyze and visualize the collected data, enabling users to set up alerts based on defined thresholds.

Free resources to learn Prometheus

More in stage 11: Monitoring & Observability

Prometheus: common questions

Can I learn Prometheus in Hindi?

This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain Prometheus in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.

Is this Prometheus tutorial for beginners?

It is lesson 51 of 62 in the free MLOps roadmap, in stage 11, Monitoring & Observability. If you are new to MLOps, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.

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