Harnessing the force 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 feature engineering, where relevant characteristics are extracted to develop accurate AI models. Al