This documentation contains a set of example-driven tutorials and guides showing how to quickly start with, understand and use the Blue Brain Nexus Knowledge Graph. These tutorials were presented during a Blue Brain Nexus workshop organized at the 2019 edition of the Applied Machine Learning Days (AMLD 2019) Conference held at the STCC, EPFL on January 27 2019.