The ML-Helio conference will focus on data science techniques to tackle fundamental problems in space weather forecasting, automatic event identification, feature detection and tracking, as well as combination of physics-based models with ML techniques. It will consist of lectures, complemented by hands-on tutorials on Python tools and data resources available to the heliophysics machine learning community. The conference will be held at ESAC and online.