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IBM Cloud Pak® for Data Version 4.6 will reach end of support (EOS) on 31 July, 2025. For more information, see the Discontinuance of service announcement for IBM Cloud Pak for Data Version 4.X.

Upgrade to IBM Software Hub Version 5.1 before IBM Cloud Pak for Data Version 4.6 reaches end of support. For more information, see Upgrading IBM Software Hub in the IBM Software Hub Version 5.1 documentation.

Deploying scripts in Watson Machine Learning

When a script is copied to a deployment space, you can deploy it for use. Supported script types are Python scripts and R scripts. Batch deployment is the only supported deployment type for a script.

  • When the script is promoted from a project, your software specification is included.
  • When creating a deployment job for a script, you must manually override the default environment with the correct environment for your script.
  • Deploying a script to run on a Hadoop environment is currently not supported.
  • You can use Python scripts to deploy Natural Language Processing models. For more information, refer to Deploying Natural Language Processing models.

Learn more

Parent topic: Deploying assets