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