AutoML using AMLS
As mentioned earlier in the chapter, there are two ways to use AutoML in AML. For citizen data scientists or data scientists who prefer a no-code approach, AMLS can be used; for data scientists with coding experience, the AML Python SDK can be used. In this section, we will show you how to use AMLS to train a classification model on your Titanic dataset with AutoML to predict whether a passenger would survive the Titanic disaster or not.
Please sign in to AMLS at https://ml.azure.com and follow these instructions:
- Select your subscription and the workspace you have been using throughout the book.
- On the left-hand side of the studio, click on Automated ML as shown in Figure 5.4:
Figure 5.4 – Importing AutoMLConfig
- Select + New Automated ML run, which takes you to the screen to select your dataset for the model. If you don’t have the dataset for training, you can click on + Create dataset to upload...
