The second edition of this tutorial workshop, co-located with BTW 2025 in Bamberg, Germany, explores the intersection of machine learning and systems, covering both the application of ML techniques to optimize and improve systems (ML for Systems) as well as systems designed to support and accelerate ML workloads (Systems for ML).