Vertex AI Capabilities

Vertex AI serves as an environment for data scientists. It’s where these experts do machine-learning work, including experimentation, deployment and management. Accordingly, Google Cloud has made Vertex AI Workbench generally available and introduced Vertex AI Model Registry in preview. The former combines data and machine-learning systems into one interface. This gives users one toolset across data analytics, data science and machine learning. It also allows access to BigQuery directly from within Vertex AI Workbench. Vertex AI Model Registry, meanwhile, provides a central repository for discovering, using and governing machine-learning models, including those in BigQuery ML. Data scientists can share models and application developers can create real-time prediction and decisions.