Harnessing the potential of Artificial Intelligence (AI) requires a solid understanding of data science techniques. Data scientists leverage a variety of methods to interpret insights from complex datasets, enabling AI models to learn. One crucial aspect is variable engineering, where relevant features are extracted to develop accurate AI models.