Google Cloud

Cloud infrastructure and AI services from Google

cloud.google.com

What is Google Cloud?

Google Cloud Platform (GCP) is Google's cloud service with a strong focus on data, AI and Kubernetes. GCP provides the same infrastructure that Google uses for Search, YouTube and Gmail. It is chosen by Spotify, Twitter, PayPal and companies running data-intensive workloads.

Why Google Cloud is useful

Google Cloud excels in data analytics and machine learning:

  • Data & AI: BigQuery, Vertex AI and TensorFlow — the best tools for data analytics and ML
  • Kubernetes: Google created Kubernetes — GKE is the most mature managed K8s
  • Network speed: Google's private network for the lowest latency worldwide
  • Sustainability: Carbon-neutral cloud with 100% renewable energy

Time savings with Google Cloud

Google Cloud's serverless products and BigQuery eliminate infrastructure management. Query petabytes of data in seconds without cluster configuration.

BigQuery

Serverless data warehouse. Query terabytes of data in seconds with standard SQL.

GKE

Google Kubernetes Engine — the most advanced managed Kubernetes service, by the creators of K8s.

Cloud Run

Run containers serverless. Automatically scale to zero when there is no traffic.

Vertex AI

End-to-end platform for building, training and deploying machine learning models.

Hidden features that often go unused

Google Cloud has unique services that other cloud providers do not offer:

  • Cloud Functions: Serverless functions that automatically scale on events.
  • Pub/Sub: Reliable messaging at scale for event-driven architecture.
  • Cloud Spanner: Globally distributed database with strong consistency.
  • Anthos: Manage workloads on GCP, AWS and on-premises from one platform.
  • Document AI: Automatic data extraction from documents with machine learning.
  • Secret Manager: Central management of API keys, passwords and certificates.

Integrations with other tools

Google Cloud integrates with many other tools and services:

Kubernetes Kubernetes Python Python GitHub GitHub
  • Kubernetes: GKE is the most advanced managed Kubernetes service.
  • Python: Official client libraries for all Google Cloud services.
  • Terraform: Infrastructure as Code with excellent GCP provider.

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