I have designed workshops that help learners use digitized biological image data in their own research. These workshops aim to get learners past the initial steep learning curve sometimes associated with machine learning applications.
I have used machine learning with digitized biological image data to address evolutionary questions in some of my research. Here is an example of using machine learning to test phylogenetically-framed hypotheses.