Google provides the Vertex AI Python SDK, which includes TrainingJob classes for training models on the Vertex AI platform.
See a set of workflows showing how to use Google Vertex AI with Vantage API Integration package tdapiclient.
For both of the following two workflows, training runs on the Vertex AI platform. The model is then deployed on a Vertex AI online endpoint and on Teradata Vantage.
- AutoML: This notebook shows how to train and deploy an AutoML model using AutoMLTabularTrainingJob in tdapiclient.
- Custom: This notebook shows how to train and deploy a scikit-learn model using CustomTrainingJob in tdapiclient.
Jupyter notebook, and required data or Python script file for each use case are attached.