Vertex AI by Google

Vertex AI by Google is a unified machine learning platform that enables organizations to build, deploy, and manage AI models at scale on Google Cloud. It supports the full ML lifecycle, from data preparation and training to online prediction and monitoring, within a single integrated environment. Users can work with pre-trained foundation models, bring their own models, or train custom models using AutoML or custom training workflows.

Key capabilities include managed Jupyter notebooks, feature store, experiment tracking, hyperparameter tuning, and pipelines for MLOps automation. Vertex AI also offers Vertex AI Search and Conversation for building search and chat applications, vector search for retrieval-augmented generation, and model monitoring to track drift and performance in production. It integrates with BigQuery, Cloud Storage, and other Google Cloud services for streamlined data access.