Overview
Vertex AI is Google Cloud's unified AI platform designed for building, deploying, and managing machine learning models. It offers a comprehensive suite of tools, including Vertex AI Studio for prompt engineering, Agent Builder for creating AI agents, and access to over 200 foundation models, including Google's Gemini family, Imagen, Chirp, Veo, as well as third-party models like Anthropic's Claude and open-source models such as Gemma and Llama 3.2. The platform supports the entire ML lifecycle, from data ingestion and model training to deployment and monitoring. Key features include AutoML, custom training, and MLOps tools like Vertex AI Pipelines, Model Registry, and Feature Store. Vertex AI's integration with BigQuery facilitates seamless data access and processing, accelerating AI development and deployment across various use cases.