Muhammad Ali Mehboob (F2020027027) Maira Aslam (F2020027049) Zaheer Abbas (F2020027048)2025-10-032025-10-032022https://escholar.umt.edu.pk/handle/123456789/7855Predicting heart disease is one of the most challenging challenges in the medical industry today. About one person dies from heart disease every minute in the modern era. Processing a vast amount of data in the healthcare industry requires data science. Since predicting cardiac illness is a complex undertaking, it is necessary to automate the process in order to reduce risks and warn the patient well in advance.enState of the Art Machine Learning ApproachesThesis