Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

Humber’s Visual and Digital Arts diploma program offers you the opportunity to develop a well-rounded skillset applicable to a broad range of visual arts disciplines. At the Art Commons, Humber’s dedicated art facility, you will learn to effectively plan and produce visual material, and facilitate modes of interactive expression and communication.

Using state-of-the-art software and tools such as Adobe Photoshop and Illustrator, you will develop skills in painting, drawing, illustration, digital art, photography and installation art. While developing your artistic abilities, you will gain knowledge about anatomy, colour, composition, figurative expressions and art history. You will apply your abilities and learn to create traditional and experimental fine art projects. Throughout the program, you will participate in collaborative projects with your peers, gain the opportunity to exhibit your work in campus galleries, take part in installations and join in critiques. With its focus on experiential learning and critical thinking, this program is an excellent launching point for more advanced creative pursuits.

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

• Produce creative life and representational drawings and paintings, illustrating volume, proportion, perspective, mass and texture with descriptive lighting.
• Create representational digital drawing, paintings and illustrations, using application software such as Photoshop, Illustrator and Painter.
• Assess the artistic merit of artwork using an analysis of the creative application of established principles of design and composition.
• Construct pictorial compositions using visual perspective to achieve accurate proportional relationships.
• Light compositions to reveal three-dimensional form.
• Create figurative pictorial compositions, using principles of human and comparative anatomy.
• Critique technical principles of composition in representational drawing, painting and illustration, through analysis of rendering.
• Prepare and present a traditional and creative art portfolio containing both original work and computer generated reproductions.
• Research and create reference materials to support successful completion of a work of art.
• Reproduce, with fidelity, colour as encountered in nature, mixing traditional and digital media.
• Develop a career plan and self-promotion skills suitable to the digital media industry, using materials such as a résumé, cover letter, contact list, e-portfolio.
• Develop and present a digital art project proposal and manage the project, using effective oral and written communications skills.

Humber’s Post-Production graduate certificate program will develop the technological skills, creative and critical abilities you will need to thrive in the post-production industry. You will gain a firm grounding in industry-standard, non-linear video editing software. Through lectures and hands-on work, you will learn the fundamentals of the technical and aesthetic creation of digital media content and get the opportunity to specialize and target specific post-production skills to maximize your marketability in a competitive industry.

You will learn how to collaborate with other departments in the production chain, and how to develop efficient broadcast standard workflows. You will be introduced to the theory and practice of picture and sound editing/mixing, VFX and motion graphics creation, and you will learn how to make professional contacts, engage with employers and guilds, and the basic business skills you will need as a freelancer. You will study the fundamentals of branding and graphic design and produce a marketable portfolio website.

With technology as its main focus, your sound, picture, and visual effects compositing skills will enable you to create content to the industry standards required in the competitive media environment.

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

• Prepare detailed post-production budgets using Movie Magic Budgeting programs.
• Evaluate documentaries, narrative films, TV series and music videos for creative features and technical aspects.
• Prepare and integrate 2-D and 3-D graphic and animation footage using post-production applications.
• Manage the editing process using an Edit Decision List.
• Complete picture editing projects using non-linear editing suites within specified time frames and budgets.
• Complete audio editing projects using non-linear editing suites within specified time frames and budgets.
• Design and build a network system for post-production applications.
• Manage post-production teams.
• Manage post-production projects.
• Distribute interactive content produced through the Web and DVD.
• Compile a portfolio of creative work for presentations to funding agencies and post-production facilities in order to secure employment.

Work Placement

• This program includes a mandatory work placement. We work with you to find a suitable placement in your chosen field of specialization, allowing you to apply the skills you’ve learned in a professional environment. Placements will take place in post-production houses and media companies in Toronto. Work placements are typically unpaid but provide you with the opportunity to further your knowledge in your chosen field and begin to build your resumé and network of professional contacts.

Humber’s Practical Nursing diploma program provides the skills and knowledge needed to become a registered practical nurse (RPN). You will develop, practise and refine your skills in our state-of-the-art clinical simulation, computer and bioscience labs with direct clinical practice and simulated laboratory experiences. Humber is a leading-edge facility in every respect. This program has been awarded the highest rating for accreditation - a testament to its excellence. Practice and learn in our bioscience and health science laboratories – including clinical simulation labs that provide hands-on learning in a controlled environment. Continuous placement in a range of clinical settings enhances your ability to apply in-classroom education to real-life situations.

You will participate in a total of 1,035 hours of unpaid clinical placements over the course of the program which take place over each semester and give you valuable hands-on experience. The school arranges and communicates with all placements. Throughout the first year of the program, you will participate in a unique community-service learning placement in a variety of community settings. In Semester 2, you will work in a long-term care setting, while Semester 3 takes place in rehabilitation, complex or acute-care settings. In Semester 2 and 3, you will also participate in clinical simulation and/or Stilwell (a virtual learning community designed to represent a typical Canadian neighbourhood). In Semester 4, you will complete a preceptored (one-on-one placement alongside a registered practical nurse) pre-graduate clinical practice.

According to Human Resources and Skills Development Canada, nursing is seen as a highgrowth career option with more than 14,000 openings projected annually until at least 2020. As a graduate of our program, you will be able to work in various health-care settings including acute-care hospitals, long-term care, rehabilitation services, community services, psychiatry, homes for the aging, public health units, community nursing agencies, clinics, private practices, schools and child-care centres. Many of our graduates go on to complete postgraduate advanced-skills education used in specialty disciplines such as surgery, dialysis, cardiology and emergency.

Humber’s Civil Engineering Technology advanced diploma program provides you with the skills needed for a career in the growing field of civil infrastructure. Infrastructure encompasses all of the essential elements necessary for society to operate including buildings, transportation (highways and transit), municipal services (water, wastewater) and green spaces.

The curriculum, designed in collaboration with industry, covers all aspects of infrastructure, from the inception of an idea to the completion of construction, and blends in-class academic learning with hands-on laboratory work. You will learn how to design structural steel, reinforced concrete and timber structures. Municipal services (water, wastewater) and water supply management will be explored. Transportation infrastructure and highway design will be studied using design codes and standards. Additionally, you will learn all the skills necessary to support design and construction including surveying, geomatics, Geographical Information Systems (GIS), drafting (AutoCAD and Building Information Modelling (BIM)), soils and materials testing, project administration and management, and environmental protection and remediation. Our courses are taught by experienced faculty and industry experts many of whom work with Greater Toronto Area construction and engineering firms. Humber’s strong reputation in the civil engineering industry can give graduates an edge in the employment market.

Golf is more than just a game. In Canada, golf is a $15 billion industry that accounts for more than 300,000 jobs. Careers in the golf industry include operating and managing golf facilities, event management, teaching and training, golf equipment sales and custom fitting, travel and tourism, marketing, sales, retail, and catering, among many more. 

Humber’s Business Administration – Professional Golf Management advanced diploma program provides a solid foundation of transferable business skills in accounting, communications, computer applications, economics, entrepreneurship, finance, human resources, law, marketing, management, mathematics, statistics and business strategy. Then it adds industry-specific skills and knowledge you will need to start your career in this dynamic industry including courses in golf operations, principles of golf, turf management, golf course design, bar and restaurant operations, retail management, and tournament operations and event planning.

Our students have access to our world-class Golf Lab facility, including three golf simulator bays, putting green, golf club build and repair shop, and proshop. Within this facility, our students will gain hands-on experience with the latest golf technology, software and equipment. They will also receive golf coaching, club fitting and swing analysis from our team of PGA of Canada members. 

At Humber, you will learn from the pros – leaders in the golf industry who are keen to share their knowledge and skill to educate and inspire you. Our program is taught by recognized professionals, including Bob Beauchemin – former PGA touring pro, former Canadian Tour Commissioner and National Post top 50 golf instructor in Canada. Our advisory committee is comprised of top golf industry professionals who review our program to keep it on the cutting edge.

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

• Perform computations associated with compound interest, simple and general annuities, amortization, discounted cash flow and net present value.
• Examine the purposes and activities of organizations of various types, size and structures, and the interrelationship of functional areas within an organization.
• Assess and evaluate opportunities within the Canadian golf industry.
• Develop spreadsheets and apply word processing, presentation software and database skills.
• Prepare and present financial statements and demonstrate basic understanding of their use.
• Apply the principles of composition and the grammar and punctuation skills necessary to the writing process.
• Develop and manage marketing strategies for the professional golf industry.
• Describe and explain human resource policies, procedures and programmers for large and small organizations.
• Manage golf related activities of the Pro Shop.
• Evaluate the economic behaviour and issues that impact Canadian business and apply economic data in decision making.
• Explain the various turf grasses used on golf courses and their benefits.
• Explain the issues to be considered in developing or redeveloping a golf facility.
• Examine how financial information is used in planning and controlling the operations of a business enterprise.
• Evaluate financial markets and the effect they have on nations, governments, central banks and the outcomes of elections.
• Organize and coordinate golf events including golf cart fleet management, prizes, sponsors, food and beverage.
• Explain the four KEYS to profitable restaurant and bar management.
• Engage in the development of a strategic market plan, make decisions regarding the plan and assess the business implications if the decisions.
• Prepare a business plan for a small business enterprise associated with the golf industry.
• Explain Canada’s legal system and law with an emphasis on law in Ontario in business environments.
• Record, present and analyze data used in forecasting and decision-making.
• Develop lesson plans and demonstrate appropriate use of the media to enhance learning.
• Demonstrate the physical skills of golf such as putting, chipping and sand play.
• Explain the structure and purpose of golf associations.

Work Placement
Students in our program enjoy a 100% work placement rate. Our program runs annually on a 6-month in-class/6-month paid work placement schedule - the only one of this kind in Canada, and a key differentiating factor from other programs. Your ability to work two 6-month paid work terms will make you an asset among employers, who are seeking talented professional golf managers. Work placements combine the knowledge and skills you develop in the classroom with practical experience you will gain during your paid work placement. 

Humber is actively involved in the golf industry and maintains a large network with the best employers.

Humber's Fire Services diploma program teaches you the theory of fire science, fire prevention, safety, and physical and mental health while working in a collaborative environment. You will gain a well-rounded education in fire services and will acquire the knowledge, skills and abilities required by fire and emergency services. You will also develop personal resilience strategies to manage the rigours of this career.

This program does not educate you to become a firefighter. If you would like information on becoming a firefighter, see our Pre-Service Firefighter program.

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

• Design, interpret, problem-solve and modify technical projects related to fire protection.
• Analyze the impact of legislation, fire standards, regulations, ethics, and guidelines on the operation of fire services
• Use building construction documentation to evaluate safety hazards when responding to an emergency.
• Advocate for fire services, fire health, safety and prevention to enhance public safety and awareness.
• Apply relevant occupational health and safety regulations, legislation, policies and procedures, ethical principles and professional conduct in various workplaces.
• Apply communication, teamwork and organizational skills to enhance the quality of service in fire services.
• Analyze, within a Canadian context, the impact of historical practices and current trends on the operations in fire science.
• Ensure maintenance of one’s physical and mental health and abide by the occupational standards of the firefighting profession.
• Employ strategies, programs and interventions to provide help to an individual experiencing an acute mental health crisis as well as to address chronic stress related behaviours found in self and others.
• Apply knowledge of human rights and freedoms legislation in all verbal and written interactions.
• Work cooperatively in multidisciplinary teams to achieve mutual goals.
• Develop and implement ongoing effective strategies for personal and professional development to manage the rigors of a career in Emergency Services.

Humber’s Electronics Engineering Technician diploma program emphasizes electronic products, control systems and telecommunications - all built on a strong basis of computer and networking engineering. The program provides you with hands-on experience of electronic, analog, digital and programmable circuits. Our experienced faculty will teach you about computer programming, interfacing, local networks, radio frequency circuits, basic programmable logic controllers (PLC), industrial electronics, wired and wireless communication devices, and troubleshooting techniques. You’ll be taught how to embed these circuits into smart devices, industrial equipment, and consumer products.

You’ll also build and test circuit boards, learn electronics fabrication, program PLCs and design embedded systems in our state-of-the-art labs including a prototyping facility.

The Canadian Retirement Home (also known as Retirement Communities) industry is made up of multiple private residences within a single dwelling where residents live independently but interact frequently for recreation, meals and common interests. It is important to note that retirement homes are not long-term care or nursing homes where support is provided on a daily basis and residents may be housed in multi-resident spaces. The Canadian Retirement Home industry is expected to double in the next five years as Canada experiences a surge in aging baby boomers. This rapid expansion is creating an industry-wide need for qualified staff and retirement home managers. 

Students in the Retirement Home Management Graduate Certificate program will be trained to fill this need by developing foundational skills in the areas of leadership, administration, hospitality, financial management, sales and marketing, health, wellness and recreation, food and nutrition, and human resources management. This program was developed with industry professionals from companies (Verve Senior Living, Chartwell Retirement Residences, Revera Retirement Living and others) of various sizes and scopes within the Retirement Home Management industry. 

The program is ideal for students interested in this rapidly growing area, as well as those already working in the senior living industry who want to increase their level of responsibility or progress in their career. The program is also suited to those interested in related industries such as recreation, hospitality, food and beverage, nutrition, and sales. 

Work Placement
This program will provide students with the hands-on practical exposure to the retirement home industry and the opportunity to specialize in their chosen area. It consists of a 200 hour placement in an approved retirement community of the student's choice. Students will have an opportunity to observe and learn from experienced professionals in a real-life work setting, while integrating their classroom learning in order to gain required hands on experience.  Students have the support of a faculty internship co-ordinator and are able to apply to a variety of retirement communities run by our industry partners. They also have the opportunity to seek an employer for an approved internship. This work placement will take place after the second semester. 

Learn about the inner workings of Canada’s dynamic business scene and develop the critical expertise to ignite your career within it. Humber’s Business Management diploma program gets down to business with a practical, skills-based approach that teaches you everything you need to know to achieve your goals and make a difference in organizations. Our curriculum gets you up to speed on the essential aspects of business including marketing, e-commerce, accounting, business writing and communications. Through individual and group assignments in courses taught by experienced professionals and entrepreneurs, you’ll build your business management knowledge and gain first-hand insights into current business practices, trends and opportunities.

In the first year, you will be introduced to an overview of fundamental business disciplines including the mathematics of finance, PC essentials, marketing, microeconomics, business law, services marketing and the principles of management. In the second year, the focus includes business computer applications, accounting, e-commerce, human resources administration, operations management, business finance, leadership and entrepreneurship.

Work Placement

In Semester 4, you will be assisted in finding a paid or unpaid business work placement, where you will practice your skills during an 84-hour assignment. This adds valuable hands-on experience to your resumé and provides excellent networking opportunities.

Humber’s Journalism advanced diploma program is designed to produce dynamic storytellers who are immediately ready to work in a variety of media platforms as reporters, broadcasters, editors, producers and digital content managers. Our program is also ideal for those looking to go into communications or public relations.

As a journalism student, you’ll be given training in hands-on skills that are at the forefront of what’s happening in the industry today including reporting the news, creating broadcast stories, writing feature articles, capturing high quality images and creating compelling digital presentations. Our tight deadlines match industry standards. You will work individually and in teams in the classroom and in the field. You will learn from industry experts and media personalities. As well, you will get a solid grounding in media law and ethics.

We are constantly updating our curriculum to reflect the new reality of journalism in the digital age.

Our program features:

• courses with a focus on digital media, online publishing and developing web content including social media
• hands-on technical and production training including broadcast equipment, digital prepress, TV production and multimedia management
• entrepreneurial skills advice for today’s highly competitive media communications market
• real-life experience working on our online news site humbernews.ca, Humber Et Cetera campus news online, Radio Humber 96.9 FM, Humber TV and magazine productions
• valuable industry exposure and contacts through work placements which help you build your network and resumé
• experienced faculty working in industry bringing extensive and exclusive media connections