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