Code-free machine learning with Ludwig

At the start of February 2019, Uber made their code-free machine learning toolbox, Ludwig, open-source. I know enough around TensorFlow to build the most basic of models using tutorials but really couldn't create anything from scratch. Let's dive in and run through a basic example. The dataset shows basic data to cars in the Auto MPG dataset. Our task is to predict the MPG from the features provided.