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