Harnessing the potential of Artificial Intelligence (AI) requires a solid understanding of data science techniques. Data scientists leverage a spectrum of methods to extract insights from complex datasets, enabling AI models to learn. One crucial aspect is variable engineering, where relevant indicators are extracted to build accurate AI models. A