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IBM Cloud Pak® for Data Version 4.8 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 4.8 reaches end of support. For more information, see Upgrading from IBM Cloud Pak for Data Version 4.8 to IBM Software Hub Version 5.1.

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 you create a deployment job for a script, you must manually override the default environment with the correct environment for your script. For more information, see Creating a deployment job
  • Deploying a script to run on a Hadoop environment is not supported.
  • You can use Python scripts to deploy Natural Language Processing models. For more information, see Deploying Natural Language Processing models.

Learn more

Parent topic: Managing predictive deployments