Vertex AI

Vertex AI is a comprehensive artificial intelligence platform designed to streamline the development, deployment, and management of machine learning models. This platform is a powerful tool for data scientists and ML engineers, offering a wide range of features and tools to simplify and accelerate the entire ML lifecycle.

Highlights

• Provides a unified platform with all the necessary tools for machine learning, enabling users to select the right model and execute various workflows.
• Offers end-to-end MLOps capabilities, providing purpose-built tools for efficient automation, standardization, and management of ML projects.
• Seamlessly integrates with BigQuery, Dataproc, and Spark, allowing users to create and execute ML models using standard SQL queries within familiar business intelligence tools and spreadsheets.

Key Features

• Provides a suite of fast, scalable, and user-friendly AI technologies developed by Google Cloud.
• Supports a wide range of AI disciplines, including computer vision, natural language processing, and structured data analysis.
• Includes pre-built models for classification, regression, and recommendation tasks, along with automated machine learning and comprehensive model management and deployment tools.
• Offers a unified, collaborative, and flexible environment that allows teams to work seamlessly across different stages of the AI development process.
• Leverages Google Cloud's robust infrastructure, ensuring reliability and scalability for AI workloads.
• Built with security in mind, offering features for data access control, identity management, and encryption.