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:
- 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...
