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 feature engineering, where relevant features are selected to develop accurate AI models. Alg