Python has emerged as a powerful and versatile language in the realm of data science. Its user-friendliness, combined with its extensive libraries and frameworks, makes it an ideal choice for aspiring data scientists. This guide aims to equip beginners with the fundamental knowledge and skills needed to start their Python data science journey. To e