This workshops highlights fundamentals of machine learning using the python package scikit-learn. We will work through the steps of a machine learning example and explain the core concepts as we go; the session will be hands on, so bring your laptops. This workshop assumes basic experience working with data in Python at the level of our Introduction to Python or Data Preparation in Python workshops.