کتاب صوتی Google Cloud Platform: Microservices Deployment and Management with Flux CD

🎓 دوره آموزشی جامع

📚 اطلاعات دوره

عنوان دوره: دوره Google Cloud Platform: Microservices Deployment and Management with Flux CD

موضوع کلی: برنامه نویسی

موضوع میانی: Google Cloud Platform (GCP)

📋 سرفصل‌های دوره

• 1. Introduction to Google Cloud Platform (GCP)
• 2. GCP Project Structure and Resource Hierarchy
• 3. Identity and Access Management (IAM) Fundamentals
• 4. Networking Basics in GCP (VPC, Subnets)
• 5. What are Microservices? Concepts and Principles
• 6. Advantages and Disadvantages of Microservices
• 7. Monolithic vs. Microservice Architectures
• 8. Introduction to Containerization with Docker
• 9. Building and Managing Docker Images
• 10. Container Registries: Google Artifact Registry
• 11. Introduction to Kubernetes and its Core Concepts
• 12. Why Choose GKE for Kubernetes Deployments?
• 13. GKE Cluster Types: Standard vs. Autopilot
• 14. Creating and Configuring a GKE Standard Cluster
• 15. GKE Node Pools and Automatic Node Provisioning
• 16. Understanding Kubernetes Pods and Deployments
• 17. Managing Deployments and Rolling Updates
• 18. Kubernetes Services: ClusterIP, NodePort, LoadBalancer
• 19. Exposing Applications with Kubernetes Ingress
• 20. ConfigMaps and Secrets for Application Configuration
• 21. Persistent Storage with Persistent Volumes (PVs) and PVCs
• 22. GKE Networking and Network Policy
• 23. Kubernetes Service Accounts and Role-Based Access Control (RBAC)
• 24. Integrating GKE with Cloud Logging and Cloud Monitoring
• 25. Introduction to Helm for Kubernetes Package Management
• 26. What is GitOps? Principles and Benefits
• 27. The GitOps Workflow for Cloud-Native Applications
• 28. Comparing GitOps with Traditional CI/CD
• 29. Introduction to Flux CD: A GitOps Tool
• 30. Understanding Flux CD Architecture and Components
• 31. Prerequisites for Installing Flux CD on GKE
• 32. Installing the Flux CD CLI Tool
• 33. Bootstrapping Flux CD on Your GKE Cluster
• 34. The Git Repository as the Single Source of Truth
• 35. Flux CD Source Controller: Managing Git Repositories
• 36. Flux CD Kustomize Controller: Applying Kubernetes Manifests
• 37. Deploying Your First Application with Flux CD
• 38. Monitoring Flux CD Reconciliation Status
• 39. Managing Multiple Environments with Flux CD and Kustomize
• 40. Understanding Flux CD Object Reconciliation Lifecycle
• 41. Managing Helm Releases with Flux CD Helm Controller
• 42. Customizing Helm Charts with Values Overrides in Flux CD
• 43. Advanced Kustomize Techniques: Overlays and Bases
• 44. Patching Kubernetes Resources with Kustomize and Flux CD
• 45. Introduction to Flux CD Image Automation
• 46. Configuring ImageRepository and ImagePolicy
• 47. Automating Container Image Updates with ImageUpdateAutomation
• 48. Integrating External Secrets Operator with Flux CD
• 49. Managing Secrets with GCP Secret Manager and External Secrets
• 50. Best Practices for Secret Management in GitOps
• 51. Implementing Health Checks and Readiness Probes in Deployments
• 52. Flux CD Pre-Sync and Post-Sync Hooks
• 53. Flux CD Notification Controller: Alerts and Providers
• 54. Setting Up Notifications for Slack, Teams, or Email
• 55. Multi-Tenancy Patterns with Flux CD and Kubernetes
• 56. Delegating GitOps Management for Teams
• 57. Introduction to Canary Deployments with Flux CD
• 58. Blue/Green Deployment Strategies with Flux CD
• 59. Managing Dependencies Between Kustomizations or HelmReleases
• 60. Air-Gapped Deployments and Git Repository Mirroring
• 61. Cloud SQL for Managed Relational Databases
• 62. Connecting Microservices to Cloud SQL Instances
• 63. Memorystore for Redis and Memcached Caching
• 64. Implementing Caching Strategies in Microservices
• 65. Cloud Pub/Sub for Asynchronous Messaging
• 66. Building Event-Driven Microservices with Pub/Sub
• 67. Cloud Storage for Object Storage and Static Assets
• 68. Using GCP Service Accounts for Workload Identity
• 69. Centralized Logging with Cloud Logging and Log Explorer
• 70. Monitoring Microservices Performance with Cloud Monitoring
• 71. Setting Up Custom Metrics and Dashboards
• 72. Cloud Trace for Distributed Transaction Tracing
• 73. GCP HTTP(S) Load Balancing for GKE Ingress
• 74. Utilizing Cloud CDN for Content Delivery
• 75. Cost Optimization Strategies for GCP Services
• 76. Securing GKE Clusters with Kubernetes Network Policies
• 77. Implementing Network Segmentation for Microservices
• 78. Introduction to Service Meshes: Istio on GKE
• 79. Benefits of a Service Mesh for Microservices
• 80. Observability with Prometheus and Grafana on GKE
• 81. Collecting Custom Metrics from Applications
• 82. Distributed Tracing with Jaeger and OpenTelemetry
• 83. Container Image Security Scanning with Cloud Build and Artifact Analysis
• 84. Vulnerability Management for Container Images
• 85. Resource Quotas and Limits for Resource Management
• 86. Ensuring High Availability with Pod Disruption Budgets
• 87. Auto-scaling Microservices with Horizontal Pod Autoscaler (HPA)
• 88. Vertical Pod Autoscaler (VPA) for Resource Optimization
• 89. Backup and Restore Strategies for GKE Applications
• 90. Introduction to Chaos Engineering for Resilience Testing
• 91. Infrastructure as Code with Terraform for GCP and GKE
• 92. Automating Flux CD Bootstrapping with Terraform
• 93. Integrating Flux CD with CI/CD Pipelines (Cloud Build, GitHub Actions)
• 94. Automating Git Repository Updates for GitOps
• 95. Advanced Cost Optimization for GKE Workloads
• 96. Performance Tuning and Optimization for Microservices
• 97. Disaster Recovery Planning for GKE-based Microservices
• 98. Future Trends: Serverless Containers (Cloud Run) and Beyond
• 99. Real-World Case Studies: Flux CD in Production
• 100. Course Summary, Resources, and Next Steps