Course Outline
Module 1: Introduction to Google Cloud
- Identify various methods for interacting with Google Cloud platforms
- Utilize the Cloud Console and Cloud Shell environments
- Provision Cloud Storage buckets
- Deploy solutions via the Google Cloud Marketplace for government
Module 2: Virtual Networks
- Identify VPC components within Google Cloud
- Distinguish between various VPC network configurations
- Configure VPC networks and associated firewall rules
- Implement Private Google Access and Cloud NAT services
Module 3: Virtual Machines
- Review CPU and memory configuration options for virtual machines
- Detail disk storage options for virtual machine instances
- Understand VM pricing structures and applicable discount programs
- Create and customize VM instances using Compute Engine
Module 4: Cloud IAM
- Describe the resource hierarchy within Cloud IAM
- Explain the classification of IAM roles
- Identify different types of IAM members
- Enforce access control for resources using Cloud IAM
Module 5: Storage and Database Services
- Differentiate between Cloud Storage, Cloud SQL, Cloud Spanner, Cloud Firestore, and Cloud Bigtable
- Select appropriate data storage services based on specific requirements for government applications
- Implement selected data storage solutions
Module 6: Resource Management
- Describe the cloud resource manager hierarchy
- Understand how quotas protect Google Cloud customers
- Apply labels to organize cloud resources
- Explain the operational behavior of budget alerts in Google Cloud
- Analyze billing data using BigQuery
Module 7: Resource Monitoring
- Describe services for monitoring, logging, error reporting, tracing, and debugging
- Create charts, alerts, and uptime checks for resources using Cloud Monitoring
- Utilize Cloud Debugger to identify and resolve errors
Module 8: Interconnecting Networks
- Identify Google Cloud interconnect and peering services available for connecting infrastructure
- Select the appropriate Google Cloud interconnect or peering service for specific use cases
- Create and configure VPN gateways
- Determine the appropriate use cases for Shared VPC versus VPC Network Peering
Module 9: Load Balancing and Autoscaling
- Identify available load balancing services
- Select the appropriate Google Cloud load balancer for specific operational needs
- Describe autoscaling behavior and mechanics
- Configure load balancers and autoscaling policies
Module 10: Infrastructure Automation
- Automate the deployment of Google Cloud services using Deployment Manager or Terraform for government workflows
- Outline the capabilities of the Google Cloud Marketplace
Module 11: Managed Services
- Describe managed services available for data processing in Google Cloud
Requirements
Fulfillment of the Google Cloud Platform Fundamentals curriculum or comparable professional expertise. Foundational competency in utilizing command-line interfaces and Linux-based operating system environments. Operational systems experience encompassing the deployment and administration of applications, whether within on-premises infrastructures or public cloud platforms, designed to meet the specific requirements 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.