Google Cloud AutoML and Vertex AI
Google Cloud AutoML (https://cloud.google.com/automl/) is a full suite of products for image, video, and text processing. AutoML can be used to train high-quality custom machine learning models with minimal effort and machine learning expertise.
Vertex AI brings together the Google Cloud services for building ML under one, unified UI and API. In Vertex AI, you can now easily train, compare, test, and deploy models. Then you can serve a model with sophisticated ways to monitor and run experiments (see https://cloud.google.com/vertex-ai).
As of 2022, the suite consists of the following components, which do not require you to know how the deep learning networks are shaped internally:
Vertex AI
- Unified platform to help you build, deploy, and scale more AI models
Structured data
- AutoML Tables: Automatically build and deploy state-of-the-art machine learning models on structured data
Sight
- AutoML...
