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Logging, Monitoring and Observability in Google Cloud

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Overview

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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 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

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