Model Training with Custom Notebook

In this module you will sync a git repo, and then execute the logic contained in the parasol-insurance Jupyter notebooks.

To perform this task, we will use the custom data science notebook image we created and uploaded in the previous module.

Steps to create workbench with a custom notebook

  1. In RHOAI, navigate to the parasol-insurance data science project, and select the Workbenches tab

  2. From the Workbenches tab, click on the Open button to open the workbench

    Custom Workbench

  3. Open Workbench and git clone parasol insuance repository https://github.com/rh-aiservices-bu/parasol-insurance.git

    click on source code button and enter repo url

  4. Navigate to parasol-insurance/lab-materials/04 and run the notebooks 04-01-over-approach, 04-02-car-recognition, 04-03-model-retraining and 04-04-accident-recog.

This is an example on how a model gets created, in the following sections we will deploy a pre-trained model.