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Google

Logging, Monitoring and Observability in Google Cloud

Google via Google Cloud Skills Boost

Overview

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.

Syllabus

  • Introduction
    • Course Introduction
  • Introduction to Google Cloud Operations Suite
    • Module Overview
    • Need for Google Cloud observability
    • Cloud Monitoring
    • Cloud Logging
    • Error reporting
    • Application Performance Management Tools
    • Module Summary
    • Quiz - Introduction to Monitoring in Google Cloud
  • 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 alterting strategy
    • Creating alerts
    • Alerting in Google Cloud
    • Service Monitoring
    • Service Monitoring
    • 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
    • Course1 Summary
  • Course Resources
    • Module 1: Introduction to Google Cloud Operations Suite
    • Module 2: Monitoring Critical Systems
    • Module 3: Alerting Policies
    • Module 4: Advanced Logging and Analysis
    • Module 5: Working with Audit Logs
  • Your Next Steps
    • Course Badge

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