Harnessing the power 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 adapt. One crucial aspect is attribute engineering, where relevant indicators are identified to train accurate AI models. Alg