The field of data science is a rapidly evolving landscape. Aspiring data scientists often find themselves seeking a comprehensive understanding that spans both the front-end and back-end aspects of development, creating the need for full stack expertise. Mastering this domain requires a deep knowledge of web development languages such as HTML, CSS,