Google's unified machine learning platform for building, deploying, and scaling AI models. Like having Google's AI expertise available as a complete toolkit for your projects.
Autonomous vehicle companies use Vertex AI to train computer vision models that can recognize traffic signs and pedestrians.
All four are managed ML platforms that cover data prep, training, experiment tracking, model registry, deployment, and MLOps. Vertex AI is Google Cloud’s unified suite (training, pipelines, feature store, model registry, endpoints, and integrated generative AI tooling) comparable to SageMaker and Azure ML; OCI Data Science provides similar core capabilities on Oracle Cloud.