Can AI compose music? How does the widespread adoption of AI tools affect the contemporary musical practice? In this lecture/workshop, composer and researcher Umut Eldem presents the process and the findings of the research project AI Musicking: Innovative Approaches to Musical Co-creation through Machine Learning. Guided by a historical tour of computational creativity in music, the musician is placed in an augmented co-creative process through interactive examples.