Vertex AI
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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.