Edureka

Observability Engineering: Metrics, Logs, and Traces

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Edureka

Observability Engineering: Metrics, Logs, and Traces

Edureka

Instructor: Edureka

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Explain observability concepts including metrics, logs, traces, and modern monitoring practices.

  • Apply Prometheus and Grafana to collect, visualize, and monitor system performance metrics.

  • Analyze system behavior by correlating metrics, logs, and traces across distributed services.

  • Design an end to end observability architecture using Prometheus, Grafana, Loki, and Jaeger.

Details to know

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Recently updated!

March 2026

Assessments

15 assignments¹

AI Graded see disclaimer
Taught in English

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There are 4 modules in this course

Explore core observability and metrics engineering concepts by examining telemetry signals in modern systems. Learn to collect and analyze metrics using Prometheus and Node Exporter, query data with PromQL, and design service-level indicators to monitor performance and system behavior.

What's included

16 videos7 readings4 assignments

Explore how observability platforms enable visualization, alerting, and centralized logging for effective monitoring. Learn how dashboards, alerts, and log pipelines provide system visibility. Gain hands-on experience with Grafana, Prometheus Alertmanager, and Loki to support monitoring and incident investigation.

What's included

12 videos4 readings4 assignments

Strengthen system visibility by implementing distributed tracing and end-to-end observability. Learn how requests flow across microservices using OpenTelemetry and Jaeger to analyze dependencies and latency. Correlate metrics, logs, and traces to investigate incidents, and use AI-powered anomaly detection in Grafana to improve system reliability.

What's included

14 videos6 readings5 assignments

This module assesses your understanding of the observability concepts covered in the course. Apply your knowledge by designing a complete observability stack that integrates metrics, dashboards, alerting, logging, and tracing. Complete a graded assessment to demonstrate your ability to design end-to-end observability architectures.

What's included

1 video1 reading2 assignments1 discussion prompt

Instructor

Edureka
Edureka
157 Courses 147,741 learners

Offered by

Edureka

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.