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Course Outline

Overview of the Google Cloud Platform

  • Assessment of the Google Cloud Platform (GCP) and its worldwide infrastructure capabilities
  • Comprehension of cloud computing frameworks and essential GCP service offerings
  • Navigation of operational tools, including the Google Cloud Console, Cloud Shell, and Cloud Software Development Kit (SDK)

Compute Resources and Application Deployment

  • Establishment and administration of virtual machine instances via Compute Engine
  • Implementation of containerized workloads using Google Kubernetes Engine (GKE)
  • Leveraging Cloud Run and App Engine for serverless application environments for government

Data Storage and Database Solutions

  • Administration of Cloud Storage storage classes and automated lifecycle management policies
  • Deployment and oversight of relational database services, including Cloud SQL, Cloud Spanner, and AlloyDB
  • Application of Firestore and Bigtable for distributed NoSQL data requirements

Network Architecture and Connectivity

  • Configuration of Virtual Private Cloud (VPC) networks and associated subnet structures
  • Control of firewall policies, Domain Name System (DNS) services, and outbound internet access via Cloud NAT
  • Deployment of load balancing solutions, Content Delivery Network (CDN) services, and hybrid network connections

Identity Management, Security Controls, and Resource Governance

  • Administration of Identity and Access Management (IAM) roles, service accounts, and organization-level policies
  • Implementation of security measures utilizing Identity-Aware Proxy (IAP) and Secret Manager for sensitive data protection
  • Organization of resources through project structures, folder hierarchies, labels, and naming conventions for government compliance

Billing Configuration and Cost Control

  • Setup of Cloud Billing accounts and financial budget thresholds
  • Establishment of billing notifications and ongoing cost monitoring procedures
  • Extraction of billing data to support financial reporting and identification of optimization opportunities for government entities

Infrastructure Automation and Operational Management

  • Provisioning of infrastructure resources using Terraform
  • Automation of deployment workflows through Cloud Build and Continuous Integration/Continuous Deployment (CI/CD) pipelines
  • Adherence to Infrastructure as Code (IaC) standards for consistent resource management

SysOps: Monitoring, Logging, and Incident Response

  • Utilization of Cloud Monitoring and Cloud Logging for system observability
  • Configuration of performance dashboards, alerting rules, and uptime verification checks
  • Diagnostics and resolution of common issues affecting compute, network, and storage components

Artificial Intelligence Services on Google Cloud

  • Introduction to the Vertex AI platform and generative artificial intelligence functionalities
  • Integration of pre-trained APIs for computer vision, natural language processing, speech recognition, and translation services
  • Evaluation of responsible AI guidelines and identification of applicable government use cases

Certification Preparation and Operational Best Practices

  • Review of the Associate Cloud Engineer examination objectives and domains for government certification paths
  • Practice of core competencies in application deployment, network configuration, security implementation, and operations
  • Completion of practice assessments and simulated examination environments

Conclusion and Further Development Opportunities

Requirements

Eligibility Requirements

  • Foundational knowledge of cloud computing architectures and principles
  • Operational proficiency with the Linux command-line environment
  • Working understanding of core networking, virtualization, and system administration practices
  • Previous exposure to containerization technologies and application deployment workflows is advantageous but not mandatory

Target Demographic

  • Information technology personnel seeking the Google Certified Associate Cloud Engineer credential for government
  • Cloud engineers, system administrators, and DevOps practitioners utilizing the Google Cloud platform
  • Application developers and platform engineers tasked with the deployment and lifecycle management of services on Google Cloud
  • Infrastructure and operations staff accountable for cloud administration, process automation, and systems monitoring
 35 Hours

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