Using SageMaker Autopilot in SageMaker Studio
In this section, you'll learn how to do the following:
- Launch a SageMaker Autopilot job in SageMaker Studio.
- Monitor the different steps of the job.
- Visualize models and compare their properties.
Launching a job
First, we need a dataset. We'll reuse the direct marketing dataset used in Chapter 2, Handling Data Preparation Techniques. This dataset describes a binary classification problem: will a customer accept a marketing offer, yes or no? It contains a little more than 41,000 labeled customer samples. Let's dive in: