Machine learning, bootstrapping, null models and why we are still not 100% sure which marks were made by crocodiles

Data science and open science are two of the more interesting developments in recent years that influence how research is conducted and disseminated. Data science generally draws on sophisticated, newly accessible methods of quantitative analysis as applied to large data sets, and this field is rapidly evolving. Open science represents a drive to make the…