About Google Vertex AI
Vertex AI (Google Cloud) is a managed, unified ML platform for training, tuning, deploying, and monitoring ML models and for MLOps workflows across the model lifecycle.
Key Features
- Unified APIs and console for training, batch/online prediction, and model registry.
- Support for custom training, AutoML, pipelines (Vertex Pipelines), and feature store.
- Model monitoring, evaluation, and built-in integration with Google Cloud data services.
- Access to a Model Garden of foundation and third-party models and infrastructure optimized for training and serving.
Use Cases & Best For
Teams using Google Cloud that want an integrated MLOps platform from prototyping to production.
Organizations that need managed services for AutoML, custom training, and model serving at scale.
About ML Platforms & Training
End-to-end machine learning platforms