Google Vertex AI is a managed machine learning platform designed to help organizations build, train, deploy, and manage machine learning models at scale. According to the official Google Cloud website, Vertex AI brings together data preparation, model development, training, deployment, and monitoring into a single, unified environment. The platform supports both traditional machine learning workflows and generative AI use cases, including access to Google’s foundation models.
Unified ML and generative AI platform
Strong AutoML, hyperparameter tuning, experiment tracking
Tight integration with BigQuery and Google Cloud stack
Prebuilt vision, language, multimodal models in Model Garden
Documentation fragmented across Google Cloud pages
Heavily tied to Google Cloud; portability limited
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