This workshop aims at giving an overview throughout the state-of-the-art of quantum machine learning on photonic platforms. A strong focus will be put on newly emerged research areas, attempting to reduce the excessive resource requirements of standard architectures, e.g. quantum neuromorphic models and optics-based computing. Towards this goal, we will gather members of the research groups that are the most active in the field. Furthermore, the participation of theorists and experimentalists will be balanced, to encourage fruitful exchanges and foster new collaborations.