The Biomedical Information Technology course provides a comprehensive overview of how information technology is applied in modern healthcare. It begins with foundational concepts, including health information systems, medical data management, and IT standards for interoperability. The course then delves into specialized topics such as bioinformatics, genomic data analysis, and the growing role of telemedicine and telehealth. A significant focus is placed on artificial intelligence (AI) and machine learning (ML) in healthcare, exploring their applications, regulatory and ethical considerations, and emerging trends. The course concludes with real-world case studies that illustrate how AI and ML are transforming patient care and healthcare delivery.