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Artificial Intelligence with Machine LearningNEW

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Program Code: AI511
Credential: Ontario Graduate Certificate
Program Length: 2 semesters
Start Dates: September

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. Their projects are showcased at an exhibition event to industry partners, community leaders, faculties and peer 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 Learning Outcomes

Upon successful completion of the program, a graduate will:

  1. Design and implement secure artificial intelligence and machine learning software systems and applications using data science, mathematics, data mining principles, algorithms and tools to meet client needs.
  2. Defend the algorithms and models used to solve problems in artificial intelligence and machine learning projects through clear and accurate written and verbal presentations to stakeholders.
  3. Comply with corporate policies, ethical standards, and industry and government regulations, in implementing artificial intelligence solutions.
  4. Evaluate industry trends and emerging technologies in artificial intelligence and machine learning to inform personal and business practices and maintain currency and relevancy in the field.
  5. Design and apply artificial intelligence and machine learning algorithms and models to solve problems and meet the specified needs of a client or stakeholder.
  6. Apply project management principles and methodologies to manage the timelines, cost, scope and other resources of artificial intelligence projects.
  7. Recommend the system infrastructure, including the necessary architecture and storage technology, that meets the needs of an Artificial Intelligence application.


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Your Career

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. 

The Government of Ontario predicts that the labour market in these fields will continue to grow steadily.

Program Availability

Start dates between Sept 2023 - Aug 2024
START DATE LOCATION STATUS
September 2023 North Opening Soon
Start dates between Sept 2023 - Aug 2024
START DATE LOCATION STATUS
September 2023 IGS Open
September 2023 North Open

International students can now apply to this program at Humber’s new International Graduate School (IGS).

Humber Students Benefit from Five Centres of Innovation (COIs)

The Humber Centres of Innovation Network demonstrates our strong commitment to providing an experiential learning environment for students. Students and faculty work with industry partners on real-world challenges to prepare them to become the innovative and strategic problem-solvers of tomorrow. Come to Humber and experience interdisciplinary learning across five COIs.

About the COIs  

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Every attempt is made to ensure that information contained on this website is current and accurate. Humber reserves the right to correct any error or omission, modify or cancel any course, program, fee, timetable or campus location at any time without prior notice or liability to users or any other Person.

On October 21, 2019, the Provincial Government of Ontario announced the renaming of the Ministry of Training, Colleges and Universities (MTCU) to the Ministry of Colleges and Universities (MCU). Both names may appear on this website.

Contact Us

Admissions Questions

General Enquiries

Call 416-675-3111 or email enquiry@humber.ca. If you have already applied, be sure to check your application status on myhumber.ca.

Domestic Applicants Enquiries

Domestic applicants can book a one-on-one advising appointment with an admissions representative.

International Applicants Enquiries

Contact the International Centre for information about full-time programs (including the International Graduate School), how to apply and to follow up on your submitted application.

Program-Specific Questions

Speak to the Program Co-ordinator about the course curriculum, projects and career options.

Jonathan Kim, associate dean
416.675.6622 ext. 5985
jonathan.kim@humber.ca

Campus Information

Book a campus tour to take a closer look at what it's like to be a student at Humber.

Want More Info?

Find out more about the student experience and everything that Humber has to offer Future Students.

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How To Become An Apprentice

Becoming an Apprentice

Find an employer willing to sponsor you as an apprentice.

Contact the Ministry of Labour, Immigration, Training and Skills Development to register as an apprentice.

Work with your employer approximately one year before attending Humber.

View Instructions 

Ontario Youth Apprenticeship Program (OYAP)

If you’re in high school – grade 11 or 12 – you can earn co-op education credits through work placements in some skilled trades.

Visit OYAP 

How to Apply

Domestic Students

Applications to Humber are made through ontariocolleges.ca. Be sure to submit your application by the equal consideration deadline of February 1. You may apply after February 1, however, post-February 1 applications will be considered on a first-come, first-served basis depending on the availability of the space in the program.

To check program availability refer to the Campus/Availability listing on Humber’s program pages, search by availability, or ontariocolleges.ca.

To see where you are in the admissions process, visit the Admissions Road Map.

International Students

If you’re an international student, you can apply directly to Humber via our International Centre.

Need Advice?

Program Advising Appointments

Get help narrowing down your program options or book a one-on-one pre-enrolment advising appointment with one of our Recruitment Officers.

Transfer & Pathway Advising

Book a virtual appointment with a Student Mobility Advisor learn more about getting Transfer Credit(s) for previous post-secondary experience, Prior Learning Assessment and Recognition (PLAR), and Pathways options.

Admission Requirements

Applicants must meet all the requirements below in order to meet minimum program eligibility. Meeting minimum eligibility requirements does not guarantee an offer of admission. Admission decisions will be available via MyHumber, or by email and mail. Admission decisions will not be released by phone.

Admission selection is based on the following three requirements:

  • Academic

    To be eligible for admission, you must possess the following: 

    • A bachelor's degree or advanced diploma in computer programming, software engineering or computer science. 

    Mature Applicants

    Diplomas and Certificates

    An applicant is considered a mature applicant if they have not completed secondary school or other postsecondary school, and will be 19 or older as of the first day of classes. Humber will invite you for testing to demonstrate that you meet all listed course requirements.

    Degrees

    An applicant is considered a mature applicant if they have not completed secondary school or attended postsecondary studies, and will be 21 or older as of the first day of classes. Mature applicants for degree programs will be required to meet course requirements at the U/M level or equivalent.

    College Transfer Applicants

    Diplomas and Certificates

    An applicant is considered a college transfer applicant if they have completed some or all of a college-level credential. Humber may use a combination of secondary school and/or college courses and grades to determine program eligibility.

    Degrees

    An applicant is considered a college transfer applicant if they have completed some or all of a college-level credential. Humber may use a combination of secondary school and/or college courses and grades to determine program eligibility. Applicants must have an overall minimum grade point average (GPA) of 65 per cent in the program. Applicants are required to disclose and provide academic transcripts for all course work completed at the postsecondary level.

    University Transfer Applicants

    Diplomas and Certificates

    An applicant is considered a university transfer applicant if they have completed some or all of a university-level credential. Humber may use a combination of secondary school and/or university courses and grades to determine program eligibility.

    Degrees

    An applicant is considered a university transfer applicant if they have completed some or all of a university-level credential. Humber may use a combination of secondary school and/or university courses and grades to determine program eligibility. Applicants are required to disclose and provide academic transcripts for all course work completed at the postsecondary level.

  • English Language Proficiency

    All applicants whose first language is not English must meet Humber’s English Language Proficiency Policy.

  • International Credit Evaluation

    Canadian citizens or permanent residents with international education are required to provide a WES or ICAS evaluation.

International Academic Equivalency

Admission equivalencies for Humber depend on your country of study. Please enter your location or choose detect my location to see the requirements for your country below.

Post-Admission Requirements

Once you have been accepted, and have confirmed your offer, you may need to complete a further set of requirements related to your program (Post-Admission Requirements).

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Equipment & Device Requirements

Fees & Financial Aid

The 2022-2023 fee for two semesters was:

  • domestic: $7,139.24
  • international: $17,618.00

Fees are subject to change.

Fees by Semester

Domestic Fees International Fees

Financial Aid, Scholarships and Bursaries

Understand the costs associated with coming to Humber and explore resources available from first year to your final year on Student Fees and Financial Resources.

Scholarships

Humber Scholarships

Find out more about scholarships and bursaries that you may be eligible for, visit Student Scholarships. International students can visit International Student Scholarships.

Humber Bursaries

Bursaries are available for Certificate, Diploma and Degree programs primarily based on financial need, visit Humber Bursaries.

External Awards, Bursaries & Scholarships

Find out more information about external scholarships and bursaries, visit External Awards.

Indigenous Student Awards, Bursaries & Scholarships

Humber offers a variety of bursaries and scholarships for Indigenous students, visit Indigenous Student Awards.

Explore Opportunities through Humber Pathways

Humber Pathways include:

  • Opportunities to build on your college education and complete your diploma or degree at Humber.
  • Degree and graduate study opportunities at other institutions in Ontario, Canada and abroad.
View Pathways Into This Program  
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