The Artificial Intelligence with Machine Learning Ontario 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 in 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 to showcase skills and knowledge that they have learned in the program. The projects are showcased at an exhibition event to industry partners, community leaders, faculties and fellow students. The program also provides opportunities to engage with a broad community and industry network through guest speakers, network events and applied research in collaboration with industry partners.
Courses
At Humber, courses are delivered in a variety of formats:
In-Person – An in-person course is delivered fully on campus.
Online Asynchronous (A) – An online asynchronous course has no fixed class schedule and allows students to engage with the course at different times according to their needs. Faculty provide modules, which are completed independently by the students according to established deadlines.
Online Synchronous (S) – An online synchronous course is delivered fully online and requires faculty and students to participate in real-time according to a fixed schedule. Classes are scheduled for a specific day and time.
Hybrid – A hybrid course is a combination of in-person and online classes and follows a set schedule. Students must be available to attend in-person classes at scheduled times during the semester.
The chart below outlines the delivery options available for each course in this program, by campus. For some academic terms, there may be more than one delivery option available. You’ll be able to select your preferred options when building your course schedule during open enrolment. Preferences for course delivery will be considered on a first come, first served basis. Some Humber programs are also delivered fully online, where all courses are delivered online.
International students: the impact of studying from outside of Canada on Post-Graduation Work Permit (PGWP) eligibility differs significantly based on when you start your program. Please review the PGWP eligibility before choosing your program and course delivery.