Monitoring and Logging for DevOps

Beginner

Master the essentials of monitoring and logging in DevOps environments. This comprehensive course covers Prometheus for metrics collection, Grafana for visualization, and Loki for log aggregation. Through hands-on labs, you'll learn to set up monitoring infrastructure, configure exporters, create dashboards, write alerting rules, and analyze system logs - all crucial skills for maintaining reliable and observable systems.

devops

Welcome to "Monitoring and Logging for DevOps"! In today's fast-paced DevOps world, understanding how to monitor and log your systems is crucial for maintaining reliable, observable, and performant applications. This comprehensive course introduces you to the essential tools and practices used by DevOps professionals to keep systems healthy and troubleshoot issues effectively.

Whether you're new to DevOps or looking to strengthen your monitoring skills, this course provides a hands-on journey through the monitoring and logging landscape. You'll work with industry-standard tools like Prometheus, Grafana, and Loki, learning everything from basic installation to advanced configuration and alerting.

Through 9 practical labs, you'll build a complete monitoring stack that can track system metrics, visualize data, aggregate logs, and alert on potential issues. Each lab builds on the previous one, giving you a real-world understanding of how these tools work together in a DevOps environment.

What You'll Learn

By the end of this course, you'll be able to:

  • Install and Configure Prometheus: Set up Prometheus for metrics collection, understand configuration files, and manage service lifecycle
  • Deploy Node Exporter: Monitor system-level metrics like CPU, memory, disk, and network usage
  • Master PromQL: Write queries to extract meaningful insights from your metrics data
  • Install and Configure Grafana: Create beautiful dashboards to visualize your monitoring data
  • Set Up Loki: Deploy a log aggregation system for centralized logging
  • Configure Promtail: Collect logs from various sources and ship them to Loki
  • Build Monitoring Dashboards: Create custom visualizations in Grafana using PromQL queries
  • Implement Alerting: Write alerting rules in Prometheus to get notified of system issues
  • Query Logs with LogQL: Search and analyze logs using Loki's query language

Why This Course is Perfect for You

  • Hands-On Learning: 9 practical labs that build real monitoring infrastructure from scratch
  • Industry Standard Tools: Learn Prometheus, Grafana, and Loki - the same tools used by major companies
  • Progressive Difficulty: Start with basic installation and move to advanced configuration
  • Docker-Based: All labs run in Docker containers - no complex setup required
  • Immediate Feedback: See your monitoring stack come to life as you build it step by step
  • Real DevOps Skills: Learn the exact same monitoring practices used in production environments
  • Complete Stack Coverage: From metrics collection to log aggregation to visualization
  • Troubleshooting Focus: Understand how to diagnose and resolve common system issues
  • Career Ready: These skills are in high demand for DevOps, SRE, and infrastructure roles

Teacher

labby
Labby
Labby is the LabEx teacher.