Create a cluster on your AWS account

# install the CLI
pip install cortex
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# create a cluster
cortex cluster up cluster.yaml

• ​Client installation - customize your client installation.

• ​Cluster configuration - optimize your cluster for your workloads.

• ​Environments - manage multiple clusters.

Run machine learning workloads at scale

# deploy machine learning APIs
cortex deploy apis.yaml

• ​RealtimeAPI - create HTTP/gRPC APIs that respond to prediction requests in real-time.

• ​AsyncAPI - create APIs that respond to prediction requests asynchronously.

• ​BatchAPI - create APIs that run distributed batch inference jobs.

• ​TaskAPI - create APIs that run training or fine-tuning jobs.