Vertex AI

GCPAI & MLFree tier available

Unified platform to build, deploy, and scale ML models with AutoML, custom training on TPUs and GPUs, model registry, pipelines, feature store, and generative AI studio

Attributes

GPU Support
Yes
Auto ML
Yes
Model Registry
Yes

Sub-services (4)

Custom Training

Distributed training for custom ML models

Online Prediction

Low-latency model serving endpoints

Vertex AI Pipelines

Serverless ML workflow orchestration

Feature Store

Centralized repository for ML features

Compliance & Certifications

This service is attested for the following frameworks. Always verify with the provider before relying on a specific compliance posture.

GDPRSOC 2ISO 27001HIPAAPCI DSSFedRAMP

Where this runs

44 regions
28 countries
2sovereign
Sovereign regions (2)
  • T-Systems Sovereign Cloud · FrankfurtT-Systems Sovereign Cloud powered by Google Cloud
  • S3NS Sovereign Cloud · ParisS3NS — Google Cloud + Thales joint venture
Commercial regions (42)

Europe (13)

  • Belgium
  • Finland
  • Paris
  • Berlin
  • Frankfurt
  • Milan
  • Turin
  • Netherlands
  • Warsaw
  • Madrid
  • Stockholm
  • Zurich
  • London

North America (12)

  • Montréal
  • Toronto
  • Querétaro
  • Northern Virginia
  • Columbus
  • Iowa
  • Dallas
  • Las Vegas
  • Los Angeles
  • South Carolina
  • Salt Lake City
  • Oregon

South America (2)

  • São Paulo
  • Santiago

Asia (9)

  • Hong Kong
  • Delhi
  • Mumbai
  • Jakarta
  • Osaka
  • Tokyo
  • Singapore
  • Seoul
  • Taiwan

Oceania (2)

  • Melbourne
  • Sydney

Middle East (3)

  • Tel Aviv
  • Doha
  • Dammam

Africa (1)

  • Johannesburg

Tags

Equivalent services on other platforms

Pricing

Pricing model:pay-as-you-go