Experimenting Azure Automated Machine Learning

I tested a few approaches and showed how to explain the model using Lime, how to measure feature importance, fight against class imbalance, and few other related topics. I recently performed a certification on Azure and wanted to test Azure Auto ML features on a simple example. So, I thought to use the previous examples and see how Azure AutoML simplifies the whole process. To use Auto ML from Azure, you need an Azure account of course. Then you can perform quite a few simple steps to create a machine learning workspace where your experiments can be registered. There is much more in a machine learning workspace, but for now let us focus on our experiment.