The field of Artificial Intelligence continuously evolving, presenting both challenges and avenues for data scientists. To truly excel in AI, a deep familiarity of its underlying principles and algorithms is indispensable. Data scientists play a pivotal role in building these AI models by utilizing massive datasets to improve their performance. Thi