VERTEX-AI

Google Cloud unified ML platform.

Definition

Vertex AI offers Custom Training (Docker), AutoML Vision/Text/Tables, Pre-built containers, Vertex Pipelines (Kubeflow Pipelines compatible), Model Monitoring (data drift, prediction drift), Feature Store, Vector Search (Matching Engine). Generative: Gemini, PaLM API, Imagen.

Origin

Launched by Google May 2021 (Next 2021) ; Gemini integration December 2023.

Example in context

A startup uses Vertex AI AutoML Tables to train a churn model on BigQuery without coding.

Related terms

• SageMaker — AWS competitor.