Artificial Intelligence with Machine Learning
Apply for September 2025 and get your chance to win $5,000 toward tuition* See details.
Program Overview
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.
| Course code and Name | Delivery Type by Location | ||||
|---|---|---|---|---|---|
| Course Code | Course Name | North | Lakeshore | Downtown | DL/Online |
| Semester 1 | |||||
| AIGC 5000 | Data Analytics | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5001 | Mathematics for Machine Learning | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5002 | Machine Learning and Deep Learning | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5003 | Machine Learning in Cloud Computing | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5004 | Artificial Intelligence Project Management | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5005 | Artificial Intelligence Capstone Project Preparation | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5006 | Career Development in Artificial Intelligence | In-Person | N/A | In-Person Online (S) |
Online (S) |
| Semester 2 | |||||
| AIGC 5500 | Advanced Deep Learning | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5501 | Natural Language Processing | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5502 | Image Processing and Computer Vision | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5503 | Artificial Intelligence for Business Decision Making | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5504 | Emerging Technologies in Artificial Intelligence | In-Person | N/A | In-Person Online (S) |
Online (S) |
| AIGC 5505 | Artificial Intelligence Capstone Project | In-Person | N/A | In-Person Online (S) |
Online (S) |
The Humber Experience
AWS DeepRacer Competition
The AWS DeepRacer Competition is the world’s first fully autonomous racing league with a 1/18th scale race car driven by machine learning (ML) algorithm.
Information & Communications Technology Capstone Project Expo 2024
The Information & Communications Technology (ICT) Capstone Project Expo is the culmination of a student’s academic career at Humber College.
Employee Engagement Event Spring 2023
Humber College is a leading polytechnical institution renowned for its exceptional Information & Communications Technology programs.
Your Career
The Government of Ontario predicts that the labour market in the Artificial Intelligence and Machine Learning fields will continue to grow steadily.
Graduates may find employment in a variety of computer-software related fields in the private, corporate, industrial, government or service sectors. Employment opportunities may include positions such as applications analyst, artificial intelligence analyst, artificial intelligence designer, machine learning engineer, data scientist, database developer, software architect, business analyst, AI system developer or machine learning programmer.
Program Availability
| START | DELIVERY | LOCATION | STATUS |
|---|---|---|---|
| Sep 2025 | Block-Based | North | Open |
| Sep 2025 | Online | Online | Open |
| Sep 2025 | Downtown (IGS) | Suspended | |
| Jan 2026 | Online | Online | Open |
| Jan 2026 | Downtown (IGS) | Not Available | |
| Jan 2026 | Block-Based | North | Open |
| START | DELIVERY | LOCATION | STATUS |
|---|---|---|---|
| Sep 2025 | Block-Based | North | Open |
| Sep 2025 | Online | Online | Not Available |
| Sep 2025 | Downtown (IGS) | Suspended | |
| Jan 2026 | Online | Online | Not Available |
| Jan 2026 | Downtown (IGS) | Open | |
| Jan 2026 | Block-Based | North | Open |
Humber is a publicly funded institution. International students graduating from a PGWP Eligible program at Humber are eligible to apply for a Post-Graduation Work Permit.
International students in Canada could be eligible for an automatic scholarship*. Apply now!
Check out the step-by-step Admissions Road Map for helpful information and additional resources.
| START | DELIVERY | LOCATION | STATUS |
|---|---|---|---|
| Sep 2025 | Block-Based | North | Open |
| Sep 2025 | Online | Online | Not Available |
| Sep 2025 | Downtown (IGS) | Suspended | |
| Jan 2026 | Online | Online | Not Available |
| Jan 2026 | Downtown (IGS) | Open | |
| Jan 2026 | Block-Based | North | Open |
Humber is a publicly funded institution. International students graduating from a PGWP Eligible program at Humber are eligible to apply for a Post-Graduation Work Permit.
International applicants outside of Canada can apply through Humber International. Check out the step-by-step Admissions Road Map for helpful information and additional resources.
Upcoming Recruitment Events
News Feed
FAST Shines at Skills Ontario
Mon, May 12, 2025
The Toronto Congress Centre was full of energy May 5-7 as Skills Ontario hosted the Career Exploration Showcase and Skills Ontario Competition!
FAST Climbs to New Heights with Students at the Skills Career Exploration Showcase
Mon, May 12, 2025
The energy was electric at the Toronto Congress Centre during this year’s Skills Ontario Career Exploration Showcase!
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