AutoML by Google Cloud enables users to create and deploy high-quality machine learning models with minimal effort and machine learning expertise. It offers an easy-to-use graphical interface for building custom models tailored to specific business needs.

Key Features

• Unified Platform: Part of Vertex AI, which helps build, deploy, and scale AI models.
• Structured Data: Automatically builds and deploys models on structured data using managed AutoML pipelines.
• Object Detection & Image Classification: Provides insights through Sight, supporting both cloud and edge deployments.
• Language Understanding: Reveals text structure and meaning, with features like entity extraction and sentiment analysis.
• API Access: Utilizes REST and RPC APIs for integration.

Benefits

• Ease of Use: Allows developers with limited ML expertise to build quality models.
• Rapid Deployment: Models can be built and deployed quickly.
• Scalability: Easy to deploy and scale models across various environments.