Understanding the powerful framework known as Probabilistic Network Learning (PNL) can appear challenging. Yet, with a clear approach and a motivation to delve into its basics, PNL becomes an comprehensible tool for analyzing complex data. This manual aims to illuminate the key aspects of PNL, empowering you to harness its strength. From defining t