Harnessing the power of Artificial Intelligence (AI) requires a solid understanding of data science techniques. Data scientists leverage a range of methods to interpret insights from complex datasets, enabling AI models to adapt. One crucial aspect is attribute engineering, where relevant characteristics are selected to build accurate AI models. A