The domain of artificial intelligence (AI) is rapidly evolving, driven by the treasure trove of data available today. To truly excel AI, a deep understanding of data science principles is fundamental. Data scientists act as the catalysts behind AI, mining raw data into actionable information that fuels intelligent systems. Through their expertise i