This course teaches participants techniques for monitoring and improving infrastructure and application performance in Google Cloud. Using a combination of presentations, demos, hands-on labs, and real-world case studies, attendees gain experience with full-stack monitoring, real-time log management and analysis, debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage.
Overview
Syllabus
- Introduction
- Course Introduction
- Introduction to Google Cloud Observability
- Module Overview
- Need for Google Cloud observability
- Cloud Monitoring
- Cloud Logging
- Error Reporting
- Application Performance Management Tools
- Module Summary
- Quiz - Introduction to Google Cloud Observability
- Monitoring Critical Systems
- Module Overview
- Monitoring Overview
- Cloud Monitoring achitecture patterns
- Monitoring multiple projects
- Data model and dashboards
- Query metrics
- Uptime checks
- Monitoring and Dashboarding Multiple Projects
- Module summary
- Quiz - Monitoring critical systems
- Alerting Policies
- Module Overview
- SLI, SLO, and SLA
- Developing an alerting strategy
- Creating alerts
- Alerting in Google Cloud
- Service Monitoring
- Service Monitoring
- Module summary
- Quiz - Alerting Policies
- Advanced Logging and Analysis
- Module Overview
- Cloud Logging overview and architecture
- Log types and collection
- Storing, routing and exporting the logs
- Query and view logs
- Using log-based metrics
- Log analytics
- Log Analytics on Google Cloud
- Module Summary
- Quiz - Advanced Logging and Analysis
- Working with Audit Logs
- Module Overview
- Cloud Audit Logs
- Data Access audit logs
- Audit logs entry format
- Best practices
- Cloud Audit Logs
- Module Summary
- Quiz - Working with Audit Logs
- Course Summary
- Course 1 Summary
- Course Resources
- Course Resources
- Your Next Steps
- Course Badge
