Scoring new data for many models

Scoring new data with the MMSA is a fairly straightforward task. Once you have your models trained, simply navigate to the correct notebook, change your variables to match your training notebook, and click the run button. As there are very few settings to alter compared to the training notebook, it's even easier to use with your own code.

In this section, like the others, first you will run the out-of-the-box scoring notebook with OJ Sales. Then, you will create a new notebook to score the sample data.

Scoring OJ sales data with the MMSA

To score OJ Sales data with the multiple models you've trained, follow these steps:

1. From the solution-accelerator-many-models folder, open the Automated_ML folder.
2. From the Automated_ML folder, open the 03_AutoML_Forecasting_Pipeline folder.
3. Open 03_AutoML_Forecasting_Pipeline.ipynb.
4. Run all of the cells in section 1.0. These cells set up your AMLS workspace, compute cluster...