Model Pipelines

Modeling refers to the process of designing a prototype based on a structured data model, for statistical analysis and to simulate real events and processes. Models in a workspace can be created or modified by a user with access to the workspace. Model versions are preserved in the workspace along with execution and output histories. Once a model has been validated in the workspace and considered fit for use, modelers can request to push the model into the production environment.

Note:

When you save a model pipeline in the Pipeline Builder, you can enter comments in the Add comments text box that appears in the Save Pipeline dialog box. Saved comments are available for review in the Audit tab (Audit panel) of the Pipeline Builder.

Note:

The Add new pipeline field is added to set limits on memory usage by notebook session. When a user executes a pipeline, the memory limit will be applied. Ideally, the user should not consume the entire memory available. However, if they exceed the maximum memory limit, they will get a memory error.