How to Auto-Train Your Machine Learning Model

In this article you will learn how to automatically generate a regression model to predict taxi fare prices by using automated machine learning capabilities within Azure Machine Learning service. Moreover, you will learn how to launch an automated machine learning process to allow algorithm selection and hyperparameter tuning. Automated machine learning iterates over many combinations of algorithms and hyperparameters until it finds the best model based on your criterion. In this article, I assume you have already downloaded the data from Azure Open Datasets and ran through the data preparation steps in this tutorial for the NYC Taxi data so it could be used to build our machine learning model. Let's start by creating our workspace object from the existing workspace.