Medical coding is a crucial process in the healthcare industry where professionals translate medical procedures, diagnoses, and patient information into standardized codes. These codes are essential for billing, insurance claims, and maintaining accurate patient records. The relevance of medical coding is expected to increase significantly in the future due to several factors. Moreover, the ongoing transition to electronic health records and the use of data analytics in healthcare further emphasize the importance of accurate medical coding for improved patient care and healthcare decision-making.