Humber's Artificial Intelligence with Machine Learning graduate certificate was developed to fill the need for a growing and in-demand skillset. Designed for students with experience in computer programming, software development or computer science, students learn the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML) to apply AI models and ML algorithms to a broad range of practical applications, including natural language processing, image processing, computer vision and for business decision-making. Students will also gain experience in applying AI tools in data analytics and data mining. Technical skills will be complemented by knowledge of regulations, policy and ethics in applying AI technology, as well as project management, communication and teamwork skills.

In the final semester, learners complete an industry-supervised capstone project to solve real-world problems and showcase the skills and knowledge they have learned in the program. The projects are showcased at an exhibition event to industry partners, community leaders, faculty and fellow students. The program also provides opportunities to engage with a broad community and industry network through guest speakers, networking events and applied research in collaboration with industry partners.