The domain of artificial intelligence (AI) is rapidly evolving, driven by the abundance of data available today. To truly excel AI, a deep understanding of data science principles is crucial. Data scientists act as the architects behind AI, transforming raw data into actionable information that fuels intelligent systems. Through their expertise in