Summary

This ends Part 1 of Automated Machine Learning with Microsoft Azure, and you have accomplished a lot! You learned how to load in files from your local machine to your datastore and register it as a dataset. You have created your first AutoML model. You are able to not only interpret the results of your model with graphs and metrics but also explain how your model makes predictions. Lastly, you learned various tips and tricks that will allow you to fine-tune your models. You have made the first step on your journey toward mastering AutoML on Azure.

The next part of your journey will involve a lot of Python coding. In Chapter 4, Building an AutoML Regression Solution, you will build a regression model using the AzureML Python Software Development Kit (AzureML SDK). This SDK is a collection of commands that will allow a Python notebook to interact with your Azure workspace. You will learn how to write AutoML scripts in Python, and you will use those scripts to create powerful...