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