Version 12 pushes further in the direction of having fully automated machine learning capabilities for every task and data type. Most existing functions have been improved, notably by the introduction of a new automation procedure. New functions are also introduced, mostly in the unsupervised learning domain in order to learn without labeled data, but also in the active learning domain in order to learn from a "teacher". Overall, this updated high-level framework should give the possibility for novices to easily implement machine learning solutions, and for experts to reduce their development time.