Harnessing the power 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 feature engineering, where relevant features are identified to train accurate AI models. Algorithms