Programming and Software Development for Healthcare AI (Classroom, Synchronous and Asynchronous e-learning)
About This Course
This course develops intermediate competency in Python programming and software development for healthcare Artificial Intelligence (AI). It provides a structured and supported introduction to programming while progressing toward the design and implementation of functional healthcare AI applications. Learners will apply core programming concepts, manage data workflows, and integrate AI models into end-to-end prototypes aligned with clinical use cases. Emphasis is placed on reproducible development environments, version control, debugging, testing, and responsible deployment considerations. By the end of the course, learners will be able to develop and critically evaluate healthcare AI solutions within real-world clinical contexts.
What You'll Learn
• Apply programming concepts and principles using Python to develop and evaluate healthcare Artificial Intelligence (AI) applications.
• Explain the stages software development lifecycle, use version control systems, and software architecture principles relevant to healthcare AI projects.
• Implement quality assurance and testing procedures to ensure the reliability and accuracy of healthcare AI applications.
Entry Requirements
The programme is primarily for clinicians and healthcare professionals. Professionals, such as scientists and researchers, interested in how to apply AI technologies to biomedical data are also welcome. There is no pre-requisite to enroll in the programme but some background in the healthcare sector and/or computer literacy would be an advantage.