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