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Reference: https://cloud.google.com/certification/cloud-devops-engineer

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Prerequisites

The Google Professional Cloud DevOps Engineer certification exam is designed for the Application Developers and Programmers who want to learn how to design, develop, and deploy Cloud applications. This test has no formal prerequisites. However, the individuals are recommended to have at least 3 years of industry experience, involving 1 or more years of experience with managing solutions on Google Cloud Platform.

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Google Professional-Cloud-DevOps-Engineer日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and implementing CI/CD pipelines25%- Design CI/CD pipelines
  • 1. Integrate artifact management
  • 2. Support hybrid/multi-cloud deployment
  • 3. Plan pipelines for apps, infrastructure, ML workloads
- Implement and secure pipelines
  • 1. Manage pipeline secrets and credentials
  • 2. Automate build, test, and deployment stages
  • 3. Enforce security scanning and compliance checks
- Optimize and maintain pipelines
  • 1. Monitor pipeline performance
  • 2. Improve speed and reliability
  • 3. Handle rollbacks and versioning
Topic 2: Implementing observability and troubleshooting20%- Build monitoring and logging systems
  • 1. Create dashboards and alerts
  • 2. Collect and analyze metrics, logs, traces
  • 3. Use Cloud Monitoring, Cloud Logging, Cloud Trace
- Troubleshoot complex issues
  • 1. Trace requests end-to-end
  • 2. Analyze performance and latency
  • 3. Isolate problems across layers
- Optimize observability strategy
  • 1. Integrate observability into development
  • 2. Reduce noise and prioritize signals
  • 3. Scale monitoring for large environments
Topic 3: Bootstrapping and maintaining a Google Cloud organization20%- Design resource hierarchy
  • 1. Define IAM policies and access control
  • 2. Plan shared networking and connectivity
  • 3. Organize resources by project/folder/application
- Set up governance and compliance
  • 1. Manage resource quotas and limits
  • 2. Configure audit logging and monitoring
  • 3. Implement organization policies
- Manage configuration and deployment
  • 1. Enforce consistency across environments
  • 2. Use Infrastructure as Code tools
  • 3. Automate resource provisioning
Topic 4: Optimizing performance and cost17%- Apply FinOps practices
  • 1. Monitor and analyze cloud costs
  • 2. Use spot instances and committed use discounts
  • 3. Right-size resources and eliminate waste
- Balance cost, performance, and reliability
  • 1. Optimize over time
  • 2. Make tradeoff decisions based on data
  • 3. Plan capacity and scaling
- Improve system performance
  • 1. Use caching and content delivery
  • 2. Optimize resource allocation
  • 3. Tune applications and infrastructure
Topic 5: Applying site reliability engineering practices18%- Manage incidents and outages
  • 1. Implement improvements to prevent recurrence
  • 2. Perform postmortems and root cause analysis
  • 3. Detect and respond to issues quickly
- Design for resilience
  • 1. Plan redundancy and fault tolerance
  • 2. Test failure scenarios and recovery
  • 3. Automate remediation and self-healing
- Define reliability goals
  • 1. Use error budgets to balance change and stability
  • 2. Establish SLIs, SLOs, SLAs
  • 3. Align reliability with business needs

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