Understanding the AutoML process

The Domo AutoML process is a multi-step process, as shown in the following screenshot:

Figure 16.1 – AutoML process

Follow these steps to execute the AutoML process:

1. Prepare the data with dimensions that may influence the value to be predicted.
2. Launch an AutoML training job.
3. Evaluate model performance on the Model Leaderboard page.
4. Choose the model that is the best fit and deploy it via the AutoML Inference tile in Magic ETL.
5. Set up a model monitoring dashboard.
6. Create a story based on the insights that have been predicted.

Next, let's train a model.