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🌐 Google Cloud Platform (GCP) Resources

Last updated: February 4, 2026

Your one-stop hub for official documentation, GitHub repos, admin portals, and training resources across Google Cloud Platform.

GCPCertificationsServicesLearningCLI ToolsCommunityResources


Google Cloud Platform

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Official Documentation & Learning

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Core Services Overview

Compute

  • Compute Engine - Virtual machines (VMs)
  • App Engine - Platform as a Service (PaaS)
  • Cloud Run - Containerized applications
  • Google Kubernetes Engine (GKE) - Managed Kubernetes
  • Cloud Functions - Serverless functions

Storage & Databases

  • Cloud Storage - Object storage
  • Cloud SQL - Managed relational databases (MySQL, PostgreSQL, SQL Server)
  • Cloud Spanner - Globally distributed database
  • Firestore - NoSQL document database
  • Bigtable - NoSQL wide-column database
  • Persistent Disk - Block storage

Networking

  • Virtual Private Cloud (VPC) - Network isolation
  • Cloud Load Balancing - Global load balancing
  • Cloud CDN - Content delivery network
  • Cloud DNS - Domain name system
  • Cloud Armor - DDoS protection and WAF

AI & Machine Learning

  • Vertex AI - Unified ML platform
  • AutoML - Custom ML models without code
  • Natural Language AI - Text analysis
  • Vision AI - Image analysis
  • Speech-to-Text / Text-to-Speech - Audio processing

Data Analytics

  • BigQuery - Data warehouse and analytics
  • Dataflow - Stream and batch data processing
  • Pub/Sub - Messaging and event ingestion
  • Dataproc - Managed Hadoop and Spark
  • Looker - Business intelligence

Developer Tools

  • Cloud Build - CI/CD platform
  • Cloud Source Repositories - Git repositories
  • Artifact Registry - Container and package management
  • Cloud Debugger - Production debugging

Security & Identity

  • Identity and Access Management (IAM) - Access control
  • Cloud Identity - User and device management
  • Security Command Center - Security and risk management
  • Secret Manager - API key and credential management

Free Tier & Credits

  • Google Cloud Free Tier – Always Free products and new customer offers
  • Always Free products: Compute Engine (e2-micro instance), Cloud Storage (5GB), BigQuery (1TB queries/month)
  • New customer offer: $300 credit for 90 days to explore and evaluate GCP services
  • Free Trial Documentation

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Certification Paths

Google Cloud offers certification paths for various roles:

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Community & Support

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CLI & Tools

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Pricing & Cost Management

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Best Practices & Architecture

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Additional Resources

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