Harnessing the force 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 evolve. here One crucial aspect is feature engineering, where relevant indicators are identified to train accurate AI models