Observability Courses and Certifications

Codio

Performance Monitoring For Application Developers

Monitor application performance with Prometheus and Grafana: build dashboards, track application, server, and user metrics, and work with logs, alerts, and cloud monitoring services.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Monitoring and Logging in DevOps Training for Beginners

Build monitoring and logging systems with Prometheus and PromQL, instrumentation and Alertmanager alerts, Grafana dashboards, and ELK Stack log ingestion pipelines.

• Coursera
• 7 weeks, 4 hours a week
• Self-Paced
• Paid Course

Coursera

AppDynamics: From Basics to Performance Mastery

Monitor distributed applications with AppDynamics: capture transaction snapshots and call graphs, configure baseline-driven health rules, route Slack and email alerts, and build executive dashboards with RBAC.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera Career Certificate

Mastering Application Performance Monitoring in AppDynamics

Monitor and optimize application performance with AppDynamics: automatic discovery, business transaction analysis, snapshot troubleshooting, baseline-driven health rules, executive dashboards, and monitoring for machine learning applications.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Coursera

AppDynamics (Advanced)

Configure AppDynamics for large-scale applications: detect anomalies in distributed systems, diagnose database and end-user bottlenecks, and build custom dashboards with proactive health rules and alerting policies.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

AppDynamics Monitoring

Monitor production machine learning systems with AppDynamics: map ML application flows, configure health rules and performance tracking, and run root-cause analysis on bottlenecks.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Optimize GenAI Performance: Monitor, Measure, Maintain

Monitor GenAI systems in production: tune alert thresholds against SLAs, build dashboards linking user experience to backend KPIs, and assess observability with logs, metrics, and OpenTelemetry tracing.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Production LLM Monitoring & Optimization

Instrument production LLM applications with Langfuse and LangChain, trace RAG workflows, optimize token costs through semantic caching and model routing, and configure alerts.

• Coursera
• 9 weeks, 1 hour a week
• Self-Paced
• Paid Course

Gen AI Dev- Implement Monitoring Systems

Implement monitoring for generative AI applications with actionable dashboards, performance baselines, anomaly detection, and vector database oversight.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Pragmatic AI Labs

Rust for Data Source Monitoring and Automation

Instrument and operate Rust services: apply the four golden signals, stand up ELK, Prometheus and Grafana, log with tracing, and build automation CLIs with walkdir and regex.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Coursera

Introduction to Grafana Mimir for Scalable Metrics

Configure Grafana Mimir replication and deduplication for highly available metrics across Kubernetes clusters, optimize high-cardinality PromQL queries, and tune recording rules and alert thresholds.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS Observability (Japanese)

AWSのマネージドサービスを使い、モニタリング・ログ記録・トレーシングの3本柱を学ぶ中級オブザーバビリティ講座。

• AWS Skill Builder
• 5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Observability (Japanese) 日本語吹き替え版

AWSのマネージドサービスを用いて、トレーシング・モニタリング・ログ記録の3本柱を学ぶオブザーバビリティ基礎コース。

• AWS Skill Builder
• 5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Observability (Japanese) (VO) 日本語吹き替え版

AWSのCloudWatch、X-Ray、Prometheus、Grafanaなどを用いて、トレーシング・モニタリング・ログ記録の3本柱を学ぶ中級コース。

• AWS Skill Builder
• 5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Observability (日本語)

AWS の CloudWatch、X-Ray、OpenTelemetry、Prometheus などを使い、トレーシング・モニタリング・ログ記録の三本柱を学ぶ中級コース。

• AWS Skill Builder
• 5 hours
• Self-Paced
• Free Certificate