Types of Jobs - Teradata Vantage

ClearScape Analytics ModelOps User Guide

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
7.0
Published
April 2023
Language
English (United States)
Last Update
2023-04-19
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B700-1175
In ModelOps, each step of the model lifecycle is associated with a job. The following types of jobs are executed to complete the model lifecycle:
  • Training: When a model's training starts, a training job is created.
  • Evaluation: To evaluate a trained model, an evaluation job is executed.
  • Approval: The approval process of a model is associated with an approval job.
  • Deployment: When a model is deployed in production, a deployment job is executed.
  • Retirement: A model deployment is retired by executing a retirement job.
The following job types are not part of the model lifecycle but provide supporting information for models and deployments, respectively:
  • Compute Statistics: Executes to validate and compute statistics for BYOM model after import. These statistics will be used for evaluation in next step..
  • Batch Prediction: A scoring job for deployed model version that can be scheduled or manually executed. It is triggered by either cron (scheduled expression) or selecting Run Nowon the Deployments Details > Jobs tab.