During my college years, I focused on the field of data, which sparked my interest in data analysis. As I delved deeper, I became eager to develop my skills and ultimately become an expert in this domain. My serious journey into data analysis began when I applied for the Digital Pioneers of Egypt (DEPI) scholarship, affiliated with the Ministry of Communications and Information Technology. To further document and enhance my knowledge, I completed numerous courses on platforms such as DataCamp and 365 Data Science.