Building and Tuning ML Models in Tellius

Tools such as Tellius, DataRobot, Dataiku and more help users to move faster through the machine learning workflow. AutoML automates aspects of ML such as feature transformation, model selection, explainability and management. After selecting the feature to predict (price), a histogram will be created along with a recommended model type and evaluation. As we are selecting a variable with a high number of discrete values, the recommended model types are regression. With AutoML, the emphasis is on moving quickly and ease-of-use.