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Duration 24 hours
Course Outline
Foundational Concepts of Google Cloud
- Definition of the Google Cloud Platform and the architectural organization of its primary service offerings
- Essential cloud computing principles, including geographic regions, zones, project structures, and resource hierarchy
- Utilization of the Google Cloud Console, Cloud Shell, and gcloud command-line interface for administrative tasks
- Common operational scenarios and the shared responsibility model applicable to government cloud environments
Compute Services and Application Deployment
- Comparative analysis of Compute Engine, App Engine, and Cloud Run capabilities
- Evaluation criteria for selecting appropriate compute resources based on specific workload characteristics
- Provisioning and lifecycle management of virtual machine instances
- Deployment of basic applications to the Google Cloud infrastructure
Networking, Data Persistence, and Database Management
- Foundations of Virtual Private Cloud (VPC) architecture, including subnet configuration, firewall policies, and network connectivity
- Storage class classifications and their application in practical data management scenarios
- Overview of relational and non-relational database services, including Cloud SQL, Firestore, and BigQuery
- Strategic selection of storage and database solutions aligned with specific application requirements
Containerization and Kubernetes Fundamentals
- Principles of container technology and deployment models using containerized workloads
- Introduction to Google Kubernetes Engine (GKE) and its constituent components
- Execution of containerized applications within the Google Cloud ecosystem
- Determination of appropriate use cases for containers versus virtual machines or serverless architectures
Security, Observability, and Operational Management
- Implementation of Identity and Access Management (IAM), service account usage, and access control protocols
- Establishment of monitoring, logging, and alerting frameworks for operational oversight
- Basic principles of cost management, resource quotas, and governance standards for government operations
- Introduction to infrastructure automation techniques and ensuring deployment consistency
Architectural Design and Best Practices
- Design methodologies for ensuring scalability, reliability, security, and fiscal responsibility
- Application of standard architectural patterns to common cloud-based solutions
- Review of operational best practices across core Google Cloud service domains
- Course summary, practical assessment, and recommendations for subsequent learning steps
Requirements
- Fundamental understanding of IT infrastructure, application environments, and networking concepts
- Proficiency with web-based administrative tools and basic command-line interface usage
- No prior programming experience is required
Audience
- IT professionals new to the Google Cloud Platform ecosystem
- Developers, system administrators, and DevOps practitioners seeking a practical operational foundation
- Technical managers, architects, and cloud project stakeholders involved in cloud adoption initiatives for government
Testimonials (2)
The final day which is the Machine Learning Topic
John Erick Baltazar - Globe Telecom
Course - Google BigQuery
It was a really good training course, well prepared and explained by the trainer with great hands on experience on GCP.