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Managing AI lifecycle with CPDCTL

Managing AI lifecycle with CPDCTL

CPDCTL is a command-line interface (CLI) that you can use to manage the lifecycle of AI assets.

Using the CPDCTL CLI, you can manage configuration settings and automate the end-to-end flow:

  • Manage all aspects of a project, including: creating or deleting projects, changing project hardware and software specifications, updating package extensions, and manage project members.
  • Prepare and manage data assets and connections.
  • Create experiments to create and train models, manage models and model pipelines, promote models to space, create new model revisions.
  • Manage all aspects of a deployment space, including: creating, and deleting deployment spaces, changing space hardware and software specifications, package extensions, and managing space members.
  • Deploy and score models and functions; create, manage, run, update, and delete deployment jobs.

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Parent topic: Managing AI Lifecycle with ModelOps

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