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Udemy

Mastering Prometheus and Grafana Stack

via Udemy

Overview

Observability with Prometheus, Grafana, Grafana Loki, Alloy and Mimir - Includes Opentelemetry

What you'll learn:
  • Installing Prometheus on Windows, Linux, and Mac
  • Pushing Metrics to Prometheus
  • Visualizing Metrics in Prometheus
  • Functions and Aggregation Operators in Prometheus
  • Alerting in Prometheus
  • Defining Data Collection Rules for Faster Data Aggregation
  • Securing Prometheus with HTTPS and Authenticaiton
  • Installing Grafana on Windows, Linux, and Mac
  • Using Grafana to Visualize Prometheus Metrics
  • Securing Grafana with OAuth and Active Directory
  • Grafana Loki (Installationa & Use) to Collect and Analyse Logs

Are you looking for a Prometheus tutorial to teach you how to collect metrics and monitor using Prometheus and Grafana? Look no further!


Prometheus is a free and powerful time-series database that monitors microservices and infrastructure, such as Kubernetes. Its flexible query language, PromQL, lets you record real-time metrics and generate valuable insights.

This course is tailored for developers, DevOps Engineers, and Solution Architects who want to learn Prometheus and Grafana's observability stack and apply it to their work.


You'll learn how to set up and configure Prometheus, Grafana, Grafana Loki, Grafana Alloy and Grafana Mimir on Linux, Windows, macOS, and with Docker. This powerful stack will enable you to collect metrics and logs, and visualise them with professional-looking dashboards in Grafana.


Prometheus is thoroughly explored in this course, covering functions, Alerting, Recording Rules, Short-lived Jobs, Push Gateway, and Security.


Grafana is also adequately covered in lectures that teach you how to install Grafana, create dashboards, set up alerting rules, notify management, and administer Grafana.


Metrics are not the only signal that matters in the realm of observability. Logs play a crucial role in identifying and, more importantly, diagnosing the root cause of the problems. That's why the course has a section specifically for Grafana Loki, Grafana Lab's log collection and analysis tool.


No setup headaches — you'll also get instant access to a browser-based playground powered by Killer Coda, so you can start experimenting without installing anything. Great for quick access to Prometheus and Grafana environments.


This course is continuously updated to ensure you stay up-to-date with the latest changes and additions to Grafana and Prometheus.

Syllabus

  • Introduction
  • Installing and Setting Up Prometheus
  • Collecting Metrics from Unix, Linux and Mac
  • Collecting Metrics from Windows
  • Retrieving Metrics
  • Functions in Prometheus
  • Alerting
  • Recording Rules in Prometheus
  • Client Libraries of Prometheus and Short-lived Jobs
  • Introduction to Service Discovery and Push Gateway
  • Service Discovery
  • The Push Gateway
  • Security in Prometheus
  • Grafana Installation and Introduction
  • Using Grafana - Connecting and Creating Dashboards
  • Collecting and Processing Logs with Grafana Loki
  • Grafana Alloy for Logs and Opentelemetry Signals
  • Grafana Mimir: Observability at Scale
  • Alerts in Grafana
  • Using AI to Power Observability
  • Administration of Grafana
  • Highly Available and Scalable Grafana
  • The Killer Coda Environment to Reinforce What You’ve Learned
  • Bonus Materials

Taught by

Aref Karimi

Reviews

4.6 rating at Udemy based on 873 ratings

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