What are Azure AI ML Environments?
Azure AI ML environments are pre-configured environments that provide the tools and dependencies needed to develop, train, and deploy machine learning models. They simplify the setup process and ensure consistency across your projects.
Types of Environments
Microsoft provides several types of AI ML environments:
- Managed Environments: These are fully managed environments that simplify deployment and scaling.
- GPU Environments: These environments include GPUs for accelerated training.
- Docker Environments: These environments use Docker containers for packaging and deployment.
Creating an Environment
You can create an environment using the Azure AI ML CLI or the Azure portal.
Example: Using the Azure AI ML CLI
az ai ml environment create --name my-environment --location eastus