Creating an AutoML experiment

Since the Autopilot data exploration and candidate definition notebooks provide an in-depth overview of the dataset, the complete experiment actually runs these steps and give you a final, tuned model based on the steps described in these notebooks. Now, let's create a full experiment using the same UI as looked at earlier:

1. From Amazon SageMaker Studio, start a data science experiment. Click on the experiment icon in the left-hand pane and create an experiment by providing the experiment name and S3 bucket address, as shown in the following screenshot:

Figure 7.18 – Amazon SageMaker Autopilot – creating the experiment

In the previous Creating an Amazon SageMaker Autopilot limited experiment section, we did the limited run. In this section, we will use the complete experiment feature:

Figure 7.19 – Amazon SageMaker Autopilot – creating the complete experiment...