
Key Details
Program Start Dates
January 2027
September 2027
January 2028
Please visit Ontario College Application Service to learn more about start dates.
Credential
Ontario College Graduate Certificate
Program Duration
2 Semesters / 1 YearProgram Contacts
Program Coordinator / Professor
Program Overview

Start a career in artificial intelligence and machine learning development
Artificial intelligence (AI) and machine learning (ML) are transforming industries and redefining what’s possible – from health care and finance to manufacturing and beyond.
This program will prepare you to be part of this rapidly growing field through hands-on projects in image recognition, natural language processing, and generative AI. You’ll experience every stage of the AI lifecycle, including data collection, preprocessing, model development, training, validation, and deployment. You’ll learn how to uncover patterns in data, develop intelligent systems, and support data-driven decision-making in both public and private sectors. Just as importantly, you’ll develop the communication skills needed to effectively present insights and collaborate within interdisciplinary teams.
Graduates are equipped with the knowledge and real-world experience needed to pursue innovative careers and help drive the ongoing AI revolution.
Program Highlights
Program highlights
- Hands-on learning culminating with a capstone project
- Focus on cutting-edge topics and technologies
- Strong foundation in programming, AI mathematics, and data analysis
- Applications in image recognition, natural language processing, and generative AI
- Only AI and machine learning program of its kind in northern Ontario
- Graduate in as little as 8 months with job-ready skills
Admissions
Admission requirements
Applicants must be graduates of a diploma, advanced diploma, or degree program from an Ontario College or equivalent with a focus in computer programming, software engineering, computer science, data analytics, mathematics or statistics.
OR
Applicant must possess three years of work experience in a related field (or combination of education and work experience) as judged by the College to be equivalent. Applicants must submit a resume detailing their related experience and a cover letter outlining their competencies and preparedness for the program (any and all post-secondary transcripts must still be submitted).
International Student Admissions
Are you an international student? Learn more about additional requirements.
Learn moreProgram delivery
Program delivery
2026-2027
Winter term start
- Semester 1: Winter 2027
- Semester 2: Spring 2027
2027-2028
Fall term start
- Semester 1: Fall 2027
- Semester 2: Winter 2028
Winter term start
- Semester 1: Winter 2028
- Semester 2: Spring 2028
Program of Study
Program of study for 2027-28 Academic Year
| Semester 1 | Credits | |
|---|---|---|
| AIE 1002 | Programming for AI | 3 |
| AIE 1003 | AI Cloud Frameworks | 3 |
| AIE 1004 | Math and Algorithms for AI | 3 |
| AIE 1005 | Full Stack Data Science | 3 |
| AIE 1006 | Deep Learning | 3 |
| AIE 1009 | Machine Learning | 3 |
| AIE 1019 | AI and Data Foundations | 3 |
| Credits | 21 | |
| Semester 2 | ||
| AIE 1011 | AI Ethics | 3 |
| AIE 1014 | AI Applied Project | 4 |
| AIE 1016 | Emerging Technologies in AI | 3 |
| AIE 1017 | Generative AI and Large Language Models | 3 |
| AIE 1018 | AI Deployment and MLOps | 3 |
| AIE 1025 | Applied AI Automation Systems | 3 |
| AIE 1030 | Autonomous AI Systems | 3 |
| Credits | 22 | |
| Total Credits | 43 | |
Fees
Tuition Cost
Important Notice
Fees presented are estimates based on projections for future academic year(s) of study. Actual fees charged may differ from what is published here. A full detailed listing of all fees is available in myCambrian and updated annually no later than May 1 for the following academic year. Students in Academic Upgrading are responsible for any fees listed on their invoice each term.
Tuition and ancillary fees
Please see our fees page for the breakdown of tuition and mandatory ancillary fees by program and semester for both domestic and international students.
Books and supplies
Books and supplies may be required at the course level over and above what is estimated above. Please consult your professor/instructor and course outlines for further information.

College may be more affordable than you think!
Have you said, “school can wait another year”? Don’t sacrifice your future any longer – you can do it!
Whether it’s fear, financial reasons, or something else that is impacting your decision to start school, we’re here to listen to you and help in any way we can!
Work-integrated learning (WIL)
Take your education beyond the classroom!
Cambrian programs blend academic learning, hands-on training, and community involvement opportunities to help you achieve your ultimate goal – your dream career. You’ll have the opportunity to apply your knowledge to real-world scenarios within and outside of the classroom through work-integrated learning. Whether it be a capstone project, co-op, practicum, preceptorship component, or placement, you’ll benefit from a practical, job-related experience before you graduate.
Field of Study
School of Information Technology
Play a pivotal role in shaping the digital future. By pursuing a field of study in information technology (IT), you’ll open doors to a wide variety of revolutionary careers and make your mark on society as a tech pioneer. From software development and network administration to cybersecurity and data analytics, Cambrian offers exciting programs that place you at the forefront of innovation.
Specific program pathways
College/university degree opportunities
Graduates from this program may continue their studies at college/university and may receive credit for their prior College education.
Refer to College/University Agreements for further information.
Career Outcomes



Need a career coach?
Explore how this program can lead to a great career! Cambrian’s Career Coach platform is a user-friendly, online tool that provides up-to-date and comprehensive labour market data to help you explore career options, salary expectations for the Greater Sudbury region, and more!

See where you'll be learning!
Minimum technology requirements
Success in this program requires that you come equipped with some program-specific technology requirements.
Minimum technology requirements
- Regular access to a computer with a reliable Internet connection
- Webcam and headset
- Personal computer
- Operating System: Windows 10 Education or Professional (will be provided)
- Processor: 64-bit current-generation Intel i5 or i7 (preferred) or AMD equivalent
- RAM: 24 GB (32 GB preferred)
- Storage: 50 GB free with min 40 GB
- Software: Python (Anaconda/Miniconda), Jupyter Notebook/Lab, Visual Studio Code or equivalent IDE, Git, Microsoft software (provided through Azure for Education), MS Office
Bring your own device (BYOD)
Cambrian College has implemented a BYOD principle to both enrich the student learning experience in and out of the classroom and to ensure flexibility!

Ready to take the first step?
Start gaining the highest level of skills at Cambrian now – and you’ll be ready to take advantage of the many career opportunities waiting for you just around the corner. The future is yours!
Have Questions? We are here to help.
If you have any questions about programs, funding, OSAP, deadlines, student services, or anything else, reach out to our support team and we are happy to help!
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