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Coursera

Monitoring and Logging in DevOps Training for Beginners

via Coursera

Overview

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This Advanced Monitoring and Logging Training develops strong skills in designing, implementing, and managing modern monitoring and logging systems using Prometheus, Grafana, and the ELK Stack. You learn monitoring fundamentals, metrics collection, alerting, visualization, and centralized logging through hands-on labs and real-world demos. The course covers PromQL, instrumentation, Alertmanager, dashboard creation, log ingestion, and automation. It shows how to improve visibility, detect issues early, and maintain reliable, production-ready environments. By the end of this course, you will be able to: - Implement Monitoring Systems: Configure Prometheus and Zabbix for observability - Analyze Metrics with PromQL: Query, aggregate, and optimize performance data - Automate Alerts and Instrumentation: Use Alertmanager and client libraries - Build Visual Dashboards: Create interactive reports using Grafana - Manage Centralized Logging: Deploy and operate ELK Stack pipelines - Optimize System Reliability: Monitor, troubleshoot, and improve operations Ideal for DevOps engineers, cloud professionals, system administrators, and IT practitioners seeking practical monitoring, observability, and logging skills.

Syllabus

  • Monitoring Foundations
    • Build strong monitoring and logging foundations in this DevOps-focused module. Learn core concepts of observability, continuous monitoring, and evaluation using tools like Prometheus and Zabbix. Explore real-world business use cases, industry applications, and system components. Gain hands-on experience setting up infrastructure monitoring to improve performance, reliability, and operational visibility in modern IT environments.
  • Monitoring Tools
    • Learn how to use modern monitoring tools to track performance and reliability in this practical module. Explore types of monitoring, key metrics, alerts, and dashboards for real-time visibility. Understand how to design effective monitoring strategies, evaluate benefits, and select the right tools for different use cases. Build skills to optimize system health, detect issues early, and support data-driven operations.
  • Prometheus Fundamentals
    • Master Prometheus fundamentals to implement powerful monitoring and observability solutions. Learn Prometheus architecture, core components, key terminologies, and how it compares with Zabbix. Explore real-world monitoring case studies, configuration best practices, and UI usage. Gain hands-on experience configuring metric scraping and running Prometheus as a Docker container for scalable application monitoring.
  • Metrics & PromQL
    • Build advanced monitoring skills with Metrics and PromQL in this hands-on module. Learn metric types, exporters, relabeling, and Node Exporter setup for efficient system monitoring. Master PromQL fundamentals, aggregation, functions, and query optimization to detect patterns and anomalies. Apply practical demos and projects to monitor Apache server metrics and extract actionable insights using Prometheus.
  • Instrumentation & Alerting
    • Master instrumentation and alerting with Prometheus in this advanced monitoring module. Learn how to instrument applications, use client libraries, and implement recording rules for efficient metric processing. Configure alert rules, manage notifications with Alertmanager, and integrate Pushgateway for custom metrics. Gain hands-on experience through demos and projects to build proactive, reliable, and production-ready monitoring systems.
  • Grafana Dashboards
    • Master Grafana dashboards and data visualization for modern monitoring systems in this hands-on module. Learn Grafana features, installation, and data source integration with Prometheus. Build interactive dashboards, configure panels, and set up alerts for critical metrics. Gain practical experience using PromQL in Grafana and monitoring applications through real-world demos and projects.
  • ELK Stack Logging
    • Build strong centralized logging and monitoring skills with the ELK Stack in this comprehensive module. Learn Elasticsearch, Logstash, and Kibana architecture, log ingestion, indexing, and visualization. Explore structured logging, Filebeat integration, container logging, and Kafka pipelines. Gain hands-on experience creating dashboards, automating workflows, and configuring alerts for real-time, scalable, and enterprise-ready DevOps log management.

Taught by

Priyanka Mehta

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