Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

Humber’s Law Clerk diploma program provides in-depth training delivered by experienced professionals. Learn from practising lawyers and law clerks who will give you the inside scoop on the current trends and opportunities in the field. As a law clerk, working under the direct supervision of a lawyer, you will be an important part of the team that allows the lawyer to succeed. 

Your law clerk education includes courses on contract, tort, real estate, corporate and family law, as well as in litigation, legal research, wills and estates, and more. Your solid knowledge on diverse areas of law, competence in a range of legal and court procedures, and strong written and oral communication skills will make you a valuable team player in the profession.

Work Placement
Students must complete a 120 hour work placement. The unpaid placement is completed during Semester 4.  All courses from Semesters 1 to 3 must be completed before enrolling in the field placement in Semester 4. Working with the field placement advisor, students are actively involved in pursuing placement opportunities. In addition, students are expected to market themselves to prospective employers and are free to initiate their own placements.

Computer Systems Technician - Information Technology Infrastructure and Services diploma program prepares you for careers in Information and Communications Technology (ICT). You will build a foundation in electrical and logic circuits, and programming. You will also learn about the main hardware and software components of your computer and different features to improve performance of computer systems. Curriculum in the program prepares you for the role of system administrator whose responsibilities include installation, configuration and managing various operating systems including Microsoft servers, different distributions of Linux supported by virtualization tools and network infrastructure, supporting data and network security. You will also learn about data centre technologies that support small- and medium-sized businesses. You will gain knowledge in supporting public, private, and hybrid cloud environments, and integrating cloud technologies and services. 

The program will give you hands-on experience with various hardware platforms, protocols and services with a strong emphasis on network and data systems security. You will have access to state-of-the-art infrastructure to deploy and support Linux and Microsoft operating systems, and administer web servers and applications using different scripting environments.

Our faculty collaborates very closely with industry partners to keep the program and curriculum current and relevant, so that you have the knowledge and skills to work in a cutting-edge high tech sector. You will learn from professors who are experienced industry professionals who have strong connections to companies in the Greater Toronto Area (GTA).

Your group projects help you build essential customer service skills, and develop your interpersonal communications and teamwork skills. This, alongside your new comprehensive technical credentials, will give you a multi-dimensional background that employers want.

Learning Outcomes
Upon successful completion of the program, a graduate will:

• Analyze and resolve information technology problems through the application of systematic approaches and diagnostic tools.
• Support the implementation and administration of computer systems.
• Support the implementation and administration of networking solutions.
• Install, configure, troubleshoot, maintain, and upgrade components of computer systems.
• Install, configure, troubleshoot, maintain and upgrade components of networks.
• Use a variety of scripting tools and languages to automate routine tasks.
• Follow, monitor, and document data storage procedures designed to ensure the integrity of information.
• Apply knowledge of security issues to implementation of information technology solutions.
• Provide efficient and effective technical support to clients in a manner that promotes safe computing practices and reduces the risk of issue recurring.
• Conform to workplace expectations found in Information Technology (IT) environments.

Optional Co-op

• This program offers a co-op option. Co-op work terms enable you to apply your skills and knowledge in a work environment and gain valuable, practical experience related to your program of study. You will learn new skills, learn about the world of work and meet people in your profession.
• For students who are accepted into the program, one co-op work terms will take place between Semesters 3 and 4.  There are limited spaces in the co-op option. Therefore, you will apply for the co-op option during Semester 1 and be informed of the process by which to apply.  While co-op work opportunities are not guaranteed, as students are in a competitive job placement market, participating students will receive a wide range of services to help them find a co-op opportunity.
• Contribute to the successful completion of the project applying the project management principles in use.

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 – Mechatronics discipline gives you hands-on experience with industry-standard advanced technology. You can choose from focused study in either robotics or embedded systems. During the course of the program, students will solve real industry and community problems and gain knowledge and skills in mechanical, electrical, electronics and computer engineering. Students use emerging and cutting edge technologies in robotics, control, electronics, Programmable Logic Controllers (PLC), motors, mechanical components, digital and analog circuits, Artificial Intelligence (AI), Virtual Reality (VR), machine learning, modelling, simulation, embedded systems, and advanced manufacturing. Each of these themes provides theoretical knowledge alongside hands-on training to complement a systems-thinking approch to solving real world problems. 

In addition, this program provides an opportunity to work on industry-led projects through multidisciplinary capstone projects as well as applied research opportunities. Through these experiences, students apply the theoretical knowledge gained during their education to solve real industry problems, while improving their professional skills such as teamwork, communication, collaboration and problem-solving. 

This program is also offered at Sault College in Sault Ste. Marie, Ontario. Students in the program will collaborate on activities using technology that will involve simultaneous learning at both colleges. 

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.

Society faces significant population growth challenges while we seek to decarbonize, adapt to climate change and manage resources in a more sustainable manner. Meeting these challenges means buildings, energy systems and infrastructure must evolve – yesterday’s solutions are being replaced by new approaches. Our Sustainability Energy and Building Technology advanced diploma program positions graduates with a portfolio of skills that are in high demand.

Our unique program prepares graduates to examine, model and improve the energy and environmental performance of existing buildings; to support the design, construction and operation of new, sustainable buildings being built to increasingly stringent performance standards; to implement renewable energy technologies; and to support new approaches to understanding and managing energy use and building resilience into campuses, neighbourhoods or whole cities. At one time we paid little attention to the cost, availability or environmental impact of energy use – today, these are issues of growing importance to individuals, business and government.

Learning Outcomes
Upon successful completion of the program, a graduate will:

• Perform a land site assessment to determine potential for renewable energy harvesting, optimum placement of wind, solar and earth energy technologies and building orientation for passive solar gain and protection from the elements.
• Perform an energy needs analysis for residential or small-scale commercial or industrial structures, designated under Section 9 of the Ontario Building Code, and identify building system components that save energy.
• Perform an energy audit on residential, small-scale commercial and industrial buildings, designated under Section 9 of the Ontario Building Code, to determine energy efficiency, problem areas and energy loss and advise on corrective actions.
• Design and propose a grid-tied or off-grid renewable energy system for a residential or small-scale commercial or industrial structure, designated under Section 9 of the Ontario Building Code, based on an energy needs analysis.
• Adhere to legal, regulatory and health and safety codes and guidelines in sustainable energy and building technology practice.
• Estimate the costs and time schedule of implementing a renewable energy/energy efficiency system, including annual running costs and return on investment.
• Assist in land development, regulatory and stakeholder processes regarding the placement of renewable energy/energy efficiency technologies during the planning/approval phase.
• Assist in the selection of heating, cooling, hot water and electrical systems and equipment during the building specification phase in a new structure or retrofit to ensure high energy efficiency.
• Assist in the delivery, handling, installation and testing of renewable energy/energy efficiency technologies during the construction phase
• Prepare a viable business plan for a new energy business venture.
• Assist in the development of sales and marketing strategies for energy products and services.
• Promote an integrated or whole building approach with clients, industry professionals and associations.

Work Placement

• Our program features an optional work placement of 400 hours (minimum). This offers practical experience in the energy efficiency, green building or sustainable energy industry sectors following Semester 4. We work with business, industry and government to identify work placement opportunities.

Humber’s advanced diploma program in Electronics Engineering Technology consistently ranks among our most employable programs. This program builds on skills learned in the Electronics Engineering Technician diploma program and will prepare you to work in all fields where electric circuits and systems are found. You will acquire strong fundamental knowledge to help you build a career in all new and emerging technologies manufactured here in North America like photonics, laser technology, medical imaging, new electronic materials and devices, intelligent systems, entertainment, and broadcasting systems. The program takes a system design and integration approach to electronic applications, and you will gain in-depth knowledge and hands-on training in:

• Electronic circuits: analog, digital, radio-frequency and programmable circuits
• Connectivity and interface design, embedded microcontrollers, IoT integration
• The full skill set of computer networking including wireless networks
• Wireless telecommunications, antennas, waveguides and transmission lines
• Telecommunication electronics such as photonics, fibre optics and microwaves
• Signal acquisition and signal processing
• Image processing including high-definition television (HDTV) and medical imaging
• Control systems both embedded and computer-based
• Instrumentation used in industrial, scientific and medical applications

We have designed the curriculum in collaboration with an advisory panel comprising highly successful industry experts in order to ensure you are learning the most up-to-date, relevant material. You will spend approximately half your time in labs working with electronic, analog, digital and programmable circuits and learning how to embed these circuits into cell phones, audio equipment, high-definition (HD) video systems, robots, computers and advanced instruments.

This program offers a co-op option. Co-op work terms enable you to apply your skills and knowledge in a work environment and gain valuable, practical experience related to your program of study. You will learn new skills, learn about the world of work and meet people in your profession. For students who are accepted into the program, three co-op work terms will take place. The first four-month work term is between Semesters 2 and 3, and then two consecutive four-month work terms between Semesters 4 and 5. There are limited spaces in the co-op option. Therefore, you will apply for the co-op option during Semester 1 and be informed of the process by which to apply.  While co-op work opportunities are not guaranteed, as students are in a competitive job placement market, participating students will receive a wide range of services to help them find a co-op opportunity.

Human Resources and Skills Development Canada (HRSDC) reports that 75 per cent of the new jobs created between 2009 and 2018 are in high-skill, high-tech occupations. This demand will only grow as technology continues to advance and change the way we live and work especially in industrially dynamic regions such as the Greater Toronto Area (GTA). Our graduates work at major organizations such as CTV and CBC, Ontario Power Generation, Hydro One, Rogers, Telus and Bell, as well as BlackBerry, Celestica, and GE Canada, to mention just a few. They put the skills to work in research and development where they build prototypes and test new devices. They are manufacturers’ representatives, technical salespeople, managers and entrepreneurs. They manufacture electronic systems and install, maintain and troubleshoot such systems through their lifecycle. Some of our graduates choose to strike out on their own and launch their own businesses.

Humber’s Cosmetic Management diploma program gives you the business base and cosmetic skills that you need for a career in the growing cosmetic and personal care industries.

The curriculum, designed in collaboration with the cosmetics industry, focuses on current market trends and touches on all disciplines that students require to enter the personal care products sector. Courses encompass training in cosmetic and skin care product ingredients, retailing, merchandising, marketing and social media, make-up and skin care application, as well as the skills necessary for running an independent business. Topics such as environmental implications and multicultural sensitivity are embedded in each course.

Our program delivers a range of business-focused cosmetic courses. You will be introduced to the history of cosmetics and fashion; retail buying; cosmetic and fragrance product knowledge; and application including colour theory and skin care fundamentals. You will study business ethics and sustainability, cosmetic selling, and counter management. You will learn how to use relevant computer software and build on your vocational skills with advanced cosmetic application and facial techniques.

Rounding out your education, you will develop your entrepreneurial skills and learn how to plan events and product launches as you plan and execute a skin or cosmetic workshop. You will also learn more advanced application techniques for TV, film and special effects.

Learning Outcomes:

Upon successful completion of the program, a graduate will:

• Assess the chemical composition of cosmetic products and recommend appropriate cosmetic treatments.
• Differentiate ingredients found in cosmetic products and identify their functions and effects.
• Identify and apply various make-up equipment and techniques used for professional application.
• Create a variety of make-up special effects to portray a theme, cater to the requirements of an event, and/or fulfil the demands for TV and Film sets.
• Apply relevant knowledge of anatomy, physiology, wellness, aging issues and skin disorders to the provision of specialized cosmetic application, in addition to health related issues.
• Demonstrate successful characteristics of a professional salesperson applying customer relation principles, diversity practices, sales strategies and promotion techniques.
• Identify, analyze and apply colour relationships and theories in the application of cosmetics and products for diverse skin types.
• Demonstrate effective professional communication skills in verbal and written formats.
• Apply business, legal and accounting principles effectively addressing the business needs of an organization.
• Analyze market needs and apply strategic growth principles.
• Identify the principles of organizational behaviour and human resource management.
• Identify the ecological, ethical and environmental issues of the cosmetic industry.

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.

Humber’s Tourism – Travel Services Management diploma program is ideal for those who possess a genuine love of travel, exploration and adventure. The program will provide you with the experience you need to excel in this exciting industry including:

• Tour operations
• Travel agencies
• Tourist boards
• Adventure and eco travel
• Cruise lines, airlines
• Voluntourism
• Educational tour companies
• Sales and marketing

In order to best prepare for this dynamic industry, you will have several opportunities to travel internationally on both short duration trips and for full semesters abroad. In addition, several courses include local travel opportunities that give you hands-on experiences in a variety of tourism and travel products and adventures. In the Trip Planning course, you will plan and execute a travel experience. The program also includes extensive training with the most recognized software systems in the tourism industry.

Fast-track program – Students that start in January will complete the program on a fast-track schedule. The first semester (January to April) is immediately followed by the second semester (May to August), resulting in a short summer break. Students enter Semester 3 in September, completing the two-year program in just 16 months.

Students will apply their skills and knowledge in the fourth semester in a seven-week (32 hours per week) unpaid work placement. Placement opportunities include positions in retail travel agencies, tour operators and destination management companies. You will practise and develop skills selling tourism products, as well as gain introductions to operations, sales and marketing.

Our program is the launching pad to an exciting career in one of the world’s largest, most dynamic industries. Establish your career in:

• Tourism product sales and marketing
• Customer service
• Operations
• Wholesale and retail reservations
• Product planning and niche tourism
• Tour conducting

In this industry, you will have the opportunity to work in Canadian and international markets with tour operators, travel agencies, airlines, destination management companies and other travel suppliers.

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 award-winning Multimedia Design and Development diploma program offers the opportunity to participate in an extensive multimedia design education where you’ll build a range of interactive digital media production skills including web design, mobile interface design, experience design, motion graphics, 2D animation, web coding, streaming, user testing, video and sound editing, user interface prototyping, digital storytelling, and interactive design. Through this hands-on learning process, you will develop the fundamental creative and technical multimedia design and development capabilities needed to pursue employment in videography, motion graphics, web design and interactive content development.

Multimedia Design and Development is one of the three programs within our interaction and design common platform cluster. The first semester of this program is shared with the three-year Web Design and Interactive Media program, and the three-year Graphic Design program. This offers you exposure to the different areas of programming, common elements of design and creative thinking, and collaborative work with students studying to work in complementary career fields. Greater exposure to the ever-evolving exciting world of design and development will allow you to investigate the edges of this area of study, and then you will confirm your focus prior to your second semester of study. 

Under the guidance of experienced and knowledgeable professors, you’ll learn on and become experienced with industry-standard software such as Photoshop, Dreamweaver, Adobe Brackets, Illustrator, After Effects, Audition, Adobe Animate, Final Cut Pro and Premiere. Web technologies such as HTML5, Extensible Markup Language (XML), Cascading Style Sheets (CSS3), JavaScript, jQuery and Hypertext Preprocessor (PHP) and MySQL are employed in hands-on learning situations in our applied teaching environment with relevant industry projects.

You will cultivate important collaborative teamwork and project management skills through group assignments both within this program, and through interdisciplinary work with students in sister programs. This will prepare you for collaborative projects in the field and help you gain real-world perspective on the nature of multimedia work. You will be prepared to pursue new media opportunities by developing a comprehensive portfolio that you can present to potential employers or clients, and have exposure to the entrepreneurial opportunities open to professionals in this rich field. Students in this program will also build real-world user experience skills through the use of our unique, state-of-the-art mobile usability lab and through a work placement.

Work Placement

• Students will participate in a mandatory work placement which takes place in the last semester of study.