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 fundamental. Data scientists act as the engineers behind AI, leveraging raw data into valuable information that fuels intelligent systems. Through their expertise in a