Managing AI lifecycle with CPDCTL

CPDCTL is a command-line interface (CLI) you can use to manage the lifecycle of a model from IBM Cloud Pak for Data.

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
• Perform experiments to perform actions such as creating and training models, managing models and model pipelines, promoting models to space, creating new model revisions and so on
• 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
• Create a code package (.zip archive file) and promote it to a space. For details, refer to Code packages

Learn more

• For installation, configuration, available commands, supported outputs and usage scenarios, refer to github.com/IBM/cpdctl.
• For detailed CPDCTL command reference, refer to CPDCTL command reference.
• For CPDCTL usage samples, refer to CPDCTL code samples.
• For a CPDCTL use case, refer to this blog post.

Parent topic: Managing assets