First and foremost, we would like to praise Allah the Almighty, the Most Gracious, and the Most Merciful for His blessing given to us during our studies and in completing this project. May Allah's blessing goes to His final Prophet Muhammad (peace be up on him), his family and his companions. We express our sincere gratitude to Dr. Naila Marrir and Dr. Wafa Ghemmaz for their invaluable guidance in the Data Preprocessing course and labs. We extend our appreciation to our fellow M1 SDSI students for sharing valuable resources and experiences with us. Special thanks to the entire SDSI teaching staff for making other courses, labs, and projects informative and engaging. And last but not least, we are and will always be infinitely grateful to our families for their unwavering support throughout this semester and our academic journey as a whole.