Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

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 – The Built Environment discipline gives you hands-on experience with industry-standard advanced technology. In upper years students choose from focused study in either sustainable building or built environment information systems. They solve real industry and community problems and gain knowledge and skills in civil, architectural, structural, and environmental engineering. These abilities are in high demand as industry explores the use of innovative and resilient technologies and processes to make the construction of buildings and communities safer, more efficient and sustainable.     

Students use digital design applications and data capture technologies such as 3D scanning and mapping to integrate new and sustainable elements of the built environment into existing buildings, communities and cities. Virtual and augmented reality complement a design thinking approach to solving real world problems. 

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.

Photography diploma at Humber is one of the most highly regarded and longest-running photographic training programs in the country. In this two-year program, you will develop both a professional skillset and creative thinking abilities to become job ready for the visual communications industry.

Through the four semesters of study, students learn advanced photographic techniques giving them the ability to bring their visual imaginations to life. Classes are hands-on, and you will develop additional skills in planning, production and post-production. These assets, along with soft skills in communications and networking, will give you the solid foundation needed for your career ahead.

From advertising photography to editorial and portraiture, to motion capture and e-commerce imaging, you will graduate from this program prepared to engage fully in a wide range of visual imaging career options. In this program, you will:

be trained on full frame DSLR and medium format digital cameras, along with professional studio and location lighting and grip equipment
learn to be an effective visual storyteller across multiple platforms
produce corporate video and audio for the web and other applications
produce assets from client layouts for digital and print end use
shoot professional photographic images in both the studio and on-location environments
print professional archival digital and one-of-a-kind analogue prints
capture, process and edit content using current software applications such as Photoshop, Lightroom, Capture One Pro and Premiere Pro
learn the business side of photography including quoting, invoicing and building working relationships with clients
Courses are designed with industry input, ensuring you are learning current and relevant information in state-of-the-art studios and labs from industry experts – people who know the trends and effective methods of visual communications.

Following a work placement in final semester, the program culminates with a graduate portfolio show where students network with industry, and introduce their skills with portfolios, video footage and large format prints.

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.

In Humber's Media Foundation certificate program, you will develop foundational knowledge and skills in digital media, communications, writing, and design, as preparation for further study in advanced media programs in Humber's Faculty of Media & Creative Arts. Your media training and in-studio work on media arts will thoroughly ground you in foundational theory, and you will use up-to-date, industry-standard software to create various media content. 

This program is designed with input from industry partners, and is taught by faculty with strong industry connections and experience who can give you valuable insights into the trends and realities of the media industry. In the first semester, you will develop strong skills for successful postsecondary learning while you are introduced to film studies, photography, communications and digital design. In your second and final semester, you will consolidate your general theoretical knowledge and practical skills in Visual Literacy and will build an area of focus by choosing four electives from Video Production, Script Writing, Audio and Video Editing, Television Studio Production, Media Communications, Image Capture, and Design for Media.

Designed for students who are new to postsecondary education and media, this two semester program will give you a broad understanding of what it is like to work in different sectors of the media industry, and will help you to develop a career focus in preparation for future learning and success in the workplace.

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

• Develop concepts and ideas through ideation processes to form the foundation of creative projects
• Employ appropriate media hardware and software applications and techniques to create and edit media content for a wide range of platforms
• Create original and accessible photographs, designs, videos and audio files using various tools, techniques and processes
• Write creative media content using various styles for an identified audience and purpose that meets industry standard
• Present ideas, information and projects verbally to an audience
• Research using current and relevant strategies to find information inspiration for projects
• Incorporate researched information and opinions into presentations, reports and projects using consistent and complete citations
• Analyze visual and written media content in context to determine meaning, effectiveness, audience and purpose
• Reflect on one’s own knowledge, skills, attitudes and values to develop a personal educational and career plan that aligns with the practices of media industries in Canada
• Collaborate within a media team to meet project goals, deadlines, industry standards and professional expectations

Humber’s Nutrition and Healthy Lifestyle Promotion diploma program prepares you for a career promoting health and wellness to individuals and groups of all ages, and encouraging people to live a healthier lifestyle. Unique in nature, it is the only diploma program of its kind in Canada. In this program you will:

• Develop an understanding and knowledge of general and clinical nutrition, sport nutrition and physiology
• Gain valuable hands-on experience coaching and conducting health promotion seminars and workshops in our unique Humber Centre for Healthy Living
• Learn how to relate knowledge of essential nutrients into practical nutritious eating for clients by discovering the techniques of healthy cooking, food demonstration, recipe development and menu planning
• Nutritionally assess and analyze menus and recipes integrating financial, health and culinary criteria

You will have the opportunity to join student branches of the Canadian Association of Foodservice Professionals (CAFP). As student members, you will build on your networking skills in foodservice organizations and have the opportunity to apply to association-sponsored bursaries and scholarships.

This innovative program will provide you with the education and experience to work in the rapidly growing health and wellness industries. The curriculum is founded on evidence-based nutrition information and is taught by registered dietitians and other regulated health-care professionals.

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

• Conduct assessments of nutritional status, well-being, and lifestyle for clients low to moderate risk and effectively communicate assessment results.
• Apply knowledge of fundamental and clinical nutrition to prescribe appropriate diets, active living, and lifestyle programs to enhance nutritional status, health, and well-being of clients of low to moderate risk.
• Utilize appropriate interviewing and behavior change coaching and counseling skills to promote or enhance nutritional status, health, active living, and well-being of clients.
• Collaborate with individuals in the selection and adoption of strategies to improve their nutritional status, health, and well-being.
• Develop, revise and evaluate food items, recipes, and menus to maximize the nutritional content of healthy eating plans.
• Apply knowledge of the global food supply, sustainability and food technology in the development and revision of recipes, menus and healthy eating plans for individual and groups of clients.
• Develop, implement, and evaluate programs and events which respond to identified needs and interests of clients and maximize the benefits of diet, health, and well-being.
• Contribute to community health promotion strategies to improve the health of individuals, groups, organizations and institutions.
• Assist in the development of business plans for health and wellness programs, activities, and facilities.
• Develop and implement risk management strategies to ensure standards and regulations for food safety and sanitation are met.
• Implement ethical practices and ongoing personal and professional growth and development plans.
• Interact effectively and professionally with clients, staff, and volunteers in health and wellness programs, activities, and facilities.

Work Placement
All students will complete a 15-week experiential learning course involving our on-campus Humber Centre for Healthy Living. Components of this placement include:

• Nutrition awareness events: students develop and deliver group educational workshops, displays and sessions for community, business and industry partners in various settings
• Practising nutrition coaching to Humber students and staff: students provide nutrition education for clients and support them in developing and achieving their health and nutrition related goals. This includes diet assessment, recommendations and development of a client tool kit

Humber’s Occupational Therapist Assistant/Physiotherapist Assistant (OTA/PTA) diploma program was the first in Ontario to provide formal educational preparation for occupational therapist assistants (OTAs) and physiotherapist assistants (PTAs) and continues to provide quality education. You will learn to assist in the implementation of rehabilitation treatment plans and programs developed to promote clients’ independence, activities and function. Areas of focus include restoring and maximizing physical function and occupational performance, ultimately enabling clients to effectively utilize their abilities in movement, daily functioning and activity while promoting overall well-being.

Practise your skills and acquire hands-on experience during over 600 hours (16 weeks) of unpaid work placements. These placements are arranged by the program fieldwork placement advisor during Semester 2, Semester 3 and Semester 4. You will have the opportunity to be exposed to leading-edge therapeutic skills, equipment and health-care facilities. This program offers the privilege of participating in clinical placements in occupational therapy and physiotherapy at some of the top teaching hospitals in Canada.

There are many reasons why a person may require occupational therapy and/or physiotherapy rehabilitation services. In addition to health and wellness promotion, individuals may require assistance returning to their activities of daily living and regular work due to falls, motor vehicle accidents,  sports injuries, spinal cord injuries, stroke, mental health conditions and chronic illnesses such as cystic fibrosis and diabetes. If you relish the challenges of creative problem solving and critical thinking; have good physical health; and enjoy meeting people while wishing to work with those who are physically, developmentally, and/or emotionally challenged, a career as an OTA/PTA is for you. You will have the opportunity to work in a variety of environments such as acute care and community hospitals, rehabilitation facilities, long-term care facilities, private practice, and retail.

Work Placement
Practise your skills and acquire hands-on experience during over 500 hours of unpaid work placements. These placements are arranged by the program fieldwork placement advisor during Semester 2, 3 and 4.

You will have the opportunity to be exposed to leading-edge therapeutic skills, equipment and health-care facilities. This program offers the privilege of participating in clinical placements in occupational therapy and physiotherapy at some of the top teaching hospitals in Canada.

Hearing instrument specialists (HIS) are valued members of a hearing health-care team. They conduct comprehensive diagnostic hearing assessments, develop hearing health-care plans, dispense advanced digital assistive hearing devices and evaluate outcomes using evidence-based verification methods.   

In the Hearing Instrument Specialist diploma program, you develop the academic knowledge and hands-on, real-world experience required to become a valued hearing health professional.  We combine online and in-person learning models, work-integrated learning, exceptional faculty and state of the art facilities to prepare students to skillfully work within their scope of practice and collaborate effectively as part of an interdisciplinary health-care team. Graduates of our program develop the confidence to adapt to the evolving needs of today’s patient and the emerging technologies for patient care and hearing devices.   

This program develops holistic and critical thinkers, confident clinicians and compassionate communicators who will become outstanding professionals, effective practitioners and leading contributors in their field. 

Program Highlights
Experience a number of interesting and unique courses within the program such as:

• Fundamental Principles of Hearing Devices
• Learn the history of hearing aids, basic principles of electronics and circuitry, and how this relates to the circuitry of hearing devices and styles of hearing aids. Apply this knowledge to choose the appropriate hearing device for a patient profile, and how to compare the benefits and limitations of each hearing aid style.
• Patient Psychology and Counselling Skills
• Explore the individual, familial, and societal impacts of hearing loss on a psychological, emotional, and social level. Formulate the necessary skills to connect with patients on an empathetic, culturally sensitive, and professional level. Become adept at in-depth case history taking and having goal-oriented discussions to motivate patients in their hearing rehabilitation.
• Disorders
• Identify various pathologies within the peripheral and central auditory system. Collaborate confidently with other medical professionals if referral is warranted. Through this course, you will understand the pathologies behind different types of hearing loss such as hyperacusis, tinnitus, and noise induced hearing loss.

Humber’s Interior Decorating diploma program combines essential creative and practical elements with insights into current design trends.

• Cultivate your creative abilities using the principles and elements of design.
• Hone your artistic talent and develop your professional skills to launch your career.
• Learn how to design, plan, detail and create unique spatial concepts for residential environments as an interior decorator.
• Explore and ideate clients’ needs and passions, then use them to transform their living/work space.
• Discover and implement unique trends for kitchen and bath solutions

You will learn from practising professional experts in our design studios. The studio curriculum provides hands-on experience and training using market-specific materials and trends. Guest speakers, trade shows, field trips and out-of-country adventure opportunities await you. Using the latest in technology software programs, you will explore the world of design and discover furniture, finishes, textiles, objects d’art and essential elements that evolve into unique and extraordinary living spaces.

Our program will complement your creative and technical expertise with essential business training in how to run your own enterprise and manage your own projects. You will learn how to understand specifications and how to communicate design ideas effectively to a real client. Round out your interior decorating education with instruction in mechanical, electrical, plumbing services and building methods including residential finishes, computer drafting, sketching interiors and digital communications.

The interior decorating program offers an optional work placement to all students who choose to enrol in this opportunity. The work placement requirement is a minimum of 240 hours, following Semester 2. Students who enrol in January have a slightly modified option to gain the mandatory hours.

Interior decorators work with clients and consult on programming through to installation phases. Components selection encompasses style, colour schemes, space plan layouts, elevations perspective sketches, lighting, furniture, floor finishes, wall finishes, kitchen and bathroom design, accessories, and many more details. Interior decorators can provide conceptual sketches, computer-aided design and drafting (CADD), generated working drawings, and other design-related essentials to their clients including product specification, as well as cost estimates. Decorators can also choose from other career avenues including window display, event planning, décor magazines, television work, home staging and much more. Humber graduates have gone on to become interior decorating magazine editors-in-chief, featured magazine interior decorators, TV personalities with their own show, guest TV decorators, newspaper feature article leaders, interior decorating business owners, event planners, managers of decorating retail stores, design consultants and buyers to name but a few.

Humber’s Regulatory Affairs graduate certificate program focuses on developing the concepts, skills and techniques required to work in regulatory affairs in the pharmaceutical, medical device or biotechnology industries. You will gain knowledge of the regulatory system, legislation, procedures and practices which relate to the development, manufacture, quality assurance and marketing of health-related products. 

The importance of internationally harmonized regulations and future trends in the industry will be examined by analyzing relevant international and Canadian legislation and regulations. You will study a wide range of regulations and standards including good manufacturing practices, good laboratory practices, good clinical practices, good documentation practices, the International Organization for Standardization (ISO), the Canadian Food and Drugs Act, the Environmental Protection Act, principles of regulatory compliance and inspections, drug establishment licensing, and related standards and guidelines. Teamwork and communication skills are emphasized and you will acquire information technology skills that assist communication and data management specific to regulatory affairs.

You will become familiar with the steps necessary for product submission; how to assemble documents and statistical evidence; the complexity of product registration, negotiation and follow-up; and how these are linked to the federal government and provincial formularies.

Following two academic course-based semesters, students complete a three-month placement that provides opportunities to apply and integrate theoretical knowledge and skills into real-world work settings. Most placements are in the following sectors: pharmaceutical, biotechnology, medical device organizations, government agencies or food industries.

The pharmaceutical industry is facing constant development. As society is aging more focus is being given to the development of new drugs and the improvement of health care. The comprehensive training we provide, combined with previous degrees and work experience, make our students highly marketable. Our graduates work in a spectrum of fields such as pharmaceutics, biotechnology, medical devices, natural health product industries or in government.

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.