Vertex AI

Vertex AI Overview

Vertex AI is a comprehensive artificial intelligence platform designed to accelerate the process of deploying and maintaining machine learning models. It offers a wide range of tools and features that allow data scientists and ML engineers to automate, standardize, and manage ML projects throughout the entire development life cycle. Vertex AI is integrated with BigQuery, Dataproc, and Spark, and provides low-code tooling and up-training capabilities. It also offers a broad selection of ML infrastructure and model deployment options, making it a versatile solution for any use case.

Vertex AI Highlights

• Vertex AI provides a single platform with every ML tool needed, allowing users to choose a model that fits their needs and kick off a variety of workflows.
• It offers end-to-end MLOps, providing purpose-built tools for data scientists and ML engineers to efficiently automate, standardize, and manage ML projects.
• Vertex AI is integrated with BigQuery, Dataproc, and Spark, allowing users to create and execute machine learning models using standard SQL queries on existing business intelligence tools and spreadsheets.