Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

Humber’s Heating, Refrigeration and Air Conditioning Technology advanced diploma program provides you with comprehensive knowledge of energy systems used for commercial and industrial complexes. As you progress through the program, you will learn to apply engineering principles and conventions to achieve optimal energy efficiency through a process of evaluation, monitoring, load evaluation through software modelling, direct digital control (DDC), assessment and necessary corrective action.
Our program features an optional, paid work placement directly related to your program of study. The work experience is designed to enable you to apply your skills and knowledge in an actual work environment, as well as enhance your employability upon graduation. The work placement takes place after the completion of Semester 4, for a minimum of 400 hours. Participating students are required to complete work preparation sessions prior to the work term to help them develop an industry specific resumé and effective interviewing skills. Humber provides a range of services to support student success including working with business, industry and government to identify employment opportunities.

Up to 20 per cent of the cost of constructing a new commercial building can be attributed to heating, ventilation and air conditioning equipment. The push for greater energy efficiency is creating exciting opportunities for professionals who apply the effective and appropriate handling of energy to the design, installation and operation of heating, ventilation and air conditioning (HRAC) systems. Opportunities exist in the commercial and industrial sectors, as well as in various levels of government departments. Your potential employers include heating, ventilating, air conditioning and refrigeration manufacturers; consulting engineers; architects; process industries; wholesalers; distributors; mechanical contractors; building owners; chain stores; energy management firms; property management companies; and school boards.

In Humber’s Animation 3D advanced diploma program, you will develop a well-rounded knowledge base and skillset that includes strong art, animation, modelling and visualization abilities. You will be prepared for the ever-expanding 3D art field with a thorough understanding of the latest 3D digital art technologies in a program developed with the input of industry advisors. Learn to work like the pros do — using the same 3D animation software and tools to render creative thoughts into compelling images and fully-realized design.

This program will allow you to develop a blend of the most relevant digital and analog art skills, as well as an understanding of creative and technological processes. A full understanding of art and design theories will help you draw, visualize and apply colour principles to create appealing work. You will also gain a mastery in adhering to a pipeline, as you develop content across courses; and teamwork, as you collaborate with students from other programs to better simulate a studio/production environment.?

The Humber Advantage

• Usability Lab
  • The Usability Lab is a new facility for students in the Faculty of Media & Creative Arts at Humber College. This “Live Lab” is a full-fledged usability lab where content creators can capture & assess the interaction between user and design.
  • This Usability Lab is specialized, in that it was purposefully built for usability studies to ensure that the environment does not interfere with the testing. Designed with flexibility at its core, it has been equipped with a broad variety of technology, supporting usability testing at many different levels of sophistication.
  • What makes this lab unique is the fact that it is mobile. This one-of-a-kind usability lab can be delivered to those who wish to use and evaluate our designs, as well as their own. For our students, they can participate in, and lead experiments that will truly test the designs they have developed, to make sure they work in the manner they have been designed to work.

Humber’s Fitness and Health Promotion diploma program places you at the leading edge of the healthy revolution as you learn from expert, industry-connected faculty. Skills learned go far beyond the fundamentals of exercise to include anatomy, physiology, biomechanics, business administration and marketing, nutrition, injury management, special event planning, and more.

You will combine classroom theory with hands-on training and real-world experience in our unique Humber Centre for Healthy Living for a comprehensive foundation in fitness that includes working with personal training clients and preparing to earn nationally and internationally recognized certifications. You will apply what you have learned by participating in one of the program’s annual special events promoting healthy living, organized and executed by students. Your dedication to wellness and your desire to positively impact lives will propel your career in this interactive and life affirming field.

Please note that certain courses in the Fitness and Health Promotion program require students to participate in fitness classes that will involve physical activity, which may at times be vigorous. Questions about fitness classes and accommodations may be directed to the program co-ordinator (name and email details located in the Contact Us tab).

Work Placement

• You will get hands-on experience as a fitness professional through two unpaid work placements, one per semester in your second year of study.
• Your first work placement takes place on campus where you will perform fitness appraisals and conduct weekly personal training sessions for an assigned client as part of the Humber Centre for Healthy Living (CHL). Along with personal training, students also provide fitness and exercise tips as content for the Humber CHL website.
• Your second work placement takes place off campus, two days per week for 14 weeks (196 hours total) at a fitness facility in a municipal, commercial, private or corporate setting.

Humber’s Carpentry and Renovation Techniques certificate is one of three stackable programs within the Carpentry-Construction group. Along with the Building Construction Technician diploma and the Construction Engineering Technology advanced diploma, the program introduces students to the carpentry trade, gives practical experience with trade regulations and with best practices. Students will be able to move from this certificate program into the diploma and advanced diploma programs. Additionally, Humber’s Carpentry and Renovation Technician diploma and Industrial Woodworking Technician diploma offer additional pathways.

The Carpentry and Renovation certificate program is designed to introduce you to both the practical experience necessary for trade regulations and the academic requirements of carpentry trade certification. You will gain a solid understanding of the fundamental technical elements of the carpentry trade.

You will learn health and safety practices and perform building construction and renovation tasks in compliance with contracts, building code, laws and ethical practices. These practices will be taught in light of established sustainability practices. You will learn to safely operate tools and assist in the preparation of estimations. Essential learnings also include time management, team work and problem solving.

Humber’s Business Administration – Accounting advanced diploma program covers a number of areas including accounting theory, procedures and best practices. Detailed instruction is provided in bookkeeping, auditing, taxation, business law, information systems, finance and management. You’ll gain hands-on experience in industry-standard software such as Profile (personal and corporate tax), Access, Excel, SAGE 50 Accounting (formerly known as Simply Accounting) and Accpac Plus in our Accounting Centre. Learn the inner workings of the accounting field from expert faculty who will teach you key concepts in accounting and taxation related to buying, selling, financing and investing transactions.

Humber’s Recreation and Leisure Services diploma program provides you with skills needed to start your career in government, not-for-profit and commercial recreation organizations. You will learn about recreation programming, special event management, staff management, facility operations, marketing and other services within the industry.

The curriculum is designed with industry collaboration, ensuring it is current and relevant. Within the program, students use ActiveNet software and PerfectMind, the most widely used registration management software in the recreation industry.

Students apply their skills by planning and implementing events for local community and charity organizations. A three-day leadership camp at the Ontario Educational Leadership Centre helps build communication and leadership skills while guest speakers, practical training and field trips provide added benefits in preparing you for the workplace.

Learning from professors, as well as managers and directors of recreation programs, centres and agencies will give you valuable exposure to the industry and training in current issues.

Work Placement

• Qualified students will complete a work placement in Semester 4 – three days per week for 15 weeks (total of 250 hours). The school works with the student to find a placement with an industry partner. The placement occurs across industry sectors including professional sport associations, community and amateur sport governing bodies, and private sector sport organizations. These placements provide valuable experience and industry contacts.

Humber’s Bachelor of Interior Design degree program balances creativity with sensitive, pragmatic design thinking. Our graduates problem-solve, investigate and explore design environments where people thrive.
Engaging interior design studios enable you to master an evidence-based design process, develop effective presentation abilities and acquire vital professional practice skills. Team collaboration among student groups mirrors industry team practices.

Observational field trips provide opportunities for you to connect classroom theory, such as the perception of space and human interaction, with built environments. In the fourth-year, you will interact with industry mentors to research, develop and document a large scale project from initial concept to construction documentation.
Additionally, a self-directed volunteer project helps connect your passion for design to the community and the design industry. Students have worked with organizations such as the Furniture Bank, Toronto District School Board, youth and women’s shelters, and Habitat for Humanity.

Learning Outcomes

• Upon successful completion of the program, a graduate will:
  • Design, document and communicate high quality interior design propositions of varying size, scope and complexity employing principles of evidence-based design methodology.
  • Select and employ appropriate visual languages to investigate, analyze, interpret, develop and articulate ideas for two and three-dimensional projects.
  • Produce sophisticated design proposals emphasizing three- dimensional quality of space achieved through architectural detailing.
  • Integrate sustainable practices in the design process and demonstrate leadership by educating users in these principles.
  • Analyze the complexity of forces – economic, political, physiological, sociological and technological – which influence the design of the physical environment.
  • Select appropriate methods and materials to achieve the technical functionality and aesthetically pleasing built environment.
  • Demonstrate an understanding of the relationship between human behaviour and the built environment and the implications in preparing design solutions.
  • Assess the implications for interior design presented by key developments in current and emerging materials, media and technologies and in interdisciplinary approaches to contemporary design practice.
  • Employ effective and professional communication skills and techniques to interact, negotiate and undertake collaborative efforts including meaningful discussion of one’s work in an open studio environment, with audiences, clients, markets, end-users and team members.
  • Confidently employ appropriate professional accountability, personal and business ethics demonstrating competency of industry practices.
  • Employ appropriate conventions of measurement, scale, site measuring, drafting and volumetric manipulation through a variety of manual and digital modeling techniques.
  • Design to exceed the minimum standards of applicable laws, codes, regulations, and practices that protect the health, safety and welfare of the public.
  • Employ both convergent and divergent thinking in the process of observation, investigation, speculative enquiry, ideation, rationalization and implementation of design solutions.
  • Source, navigate, select, retrieve, evaluate, manipulate and manage information from a variety of sources, both primary and secondary.
  • Analyze information and experiences in order to articulate an academically structured, sustained and well-supported argument supporting a design issue or creative interior design solution.

Work Placement
You will apply your hands-on, job-ready skills with a 420-hour paid work placement. Career management workshops help you to develop effective job search skills. You will find your own work placement with the support of work placement consultants and faculty. 

From the business side of hospitality, to à la carte cuisine, Humber’s Culinary Skills certificate program prepares you for a career as a professional chef. Gain theoretical and practical skills while learning in cutting-edge labs and real-world settings with the latest kitchen technology and equipment.

Many graduates of this one-year program continue on for another year and complete the Culinary Management diploma program or enter our Cook Apprenticeship program.

Students also have the opportunity to experience preparing meals on the Humber Food Truck, Humber’s classroom on wheels. A fast-track program is implemented for the January start. The first semester (January to April) is immediately followed by the second semester (May to August).

The curriculum for this program is similar to the first year of the Culinary Management program. This allows students to transition into the Culinary Management program after the first semester or at the end of the second semester with bridging courses. Alternatively, students are able to move into the Cook Apprenticeship program providing they have an eligible employer.

Humber’s Bachelor of Engineering program begins with a common platform of first year courses which provide foundational engineering knowledge and skills. Following the first year, the curriculum branches into three different discipline areas: Information Systems Engineering, Mechatronics, and The Built Environment.  

The Bachelor of Engineering - Information Systems Engineering discipline prepares you for an interdisciplinary field of study that encompasses rapidly changing, evolving and converging areas of computer, software, networking, telecommunications, mobile applications, internet and cyber security. Following the first year, the curriculum covers the core courses in various subjects such as digital systems, operating systems, embedded systems, communication engineering, software engineering, mobile applications and systems, and more. In the third year, the program branches out to two specializations, Internet of Things (IoT), and Data Network and Security, with eight specialization courses in each. 

The program also provides project-based learning, experiential learning with hands-on and practical training, applied research opportunities, and work-integrated learning activities. Students will have opportunities to solve real-world problems while developing professional skills such as teamwork, communication, presentation and project management. 

Work Placement
A co-op work program (three consecutive work terms, 420 hour each) ensures that work-integrated learning experiences are woven into the curriculum. This provides students with a contextual understanding of the industry and specific sectors they are training for, as well as recognition of the importance of hands-on experience.

Humber’s Pharmacy Technician diploma program prepares graduates for various careers in pharmacy including community, hospital, industry and long-term care settings.
Enjoy hands-on learning in simulated labs with low student/teacher ratios and expert faculty who are active in the pharmacy profession. In addition, learn from guest speakers who are pharmaceutical industry experts.

Courses are designed in consultation with practising pharmacy professionals and focus on key competency categories such as legal and ethical responsibilities, patient care, product distribution, health promotion, knowledge application, communication, intra- and inter-professional collaboration, and error prevention. Students apply their learning in simulated labs and during placements, providing valuable real-life experience.

Work Placement
Students will complete two unpaid four-week work placements under the supervision of a pharmacist/technician in Semester 4: one in a retail/community pharmacy and one in a hospital pharmacy setting. Students will be offered a selection of approved placement sites and will rank their preferences. Every effort will be made to place students at one of their preferred sites. Hospital pharmacy placements may be outside of the Greater Toronto area. The placements provide important workplace experience and industry contacts.

The Humber Advantage
State-Of-The-Art Labs

• The labs are fully equipped and are for the exclusive use of the Pharmacy Technician students. Knowledge gained in lecture courses forms the basis for dispensing skills that are practiced in the pharmacy labs. Students spend at least one quarter of their scheduled time in the lab learning and practicing all the required dispensing and compounding skills.

Professional and Community Partnerships

• Humber maintains strong partnerships within industry – participating employers in the work experience program continually praise graduates’ aptitude and work readiness.