Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

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 User Experience (UX) Design graduate certificate simulates the interdisciplinary approaches needed to achieve an innovation process with a focus on design desirability, technological feasibility and business viability. In two semesters, you will be prepared to innovate by problem finding through design research, problem understanding through synthesis, and problem solving through design and prototyping experiences. You will learn how to create valuable courses of action by generating design problem hypotheses, structured design process plans, compelling UX deliverables and persuasive arguments.

You will learn human-centered design methods and rhetoric that ground your design in the needs of the public. In addition, you will learn how to use interaction design and design systems through industry-standard quality assurance methods, and how to design and implement user interfaces to follow corporate strategies. A variety of conceptual and practical work will help you develop effective UX design skills.

As a user experience designer, you will employ the work-practice of prototyping concepts in order to describe ways to integrate digital services with material products and environments. As a UX researcher, you will discover insights through usability testing and apply them to create value for corporate clients and their customers. Toward the conclusion of this program, you will convert your acquired skills and achievements into a portfolio of design products that will help you launch a career as a UX design professional. This program fosters the practical discipline, relevance and currency essential in the contemporary, ever-growing UX job market.

LEARNING OUTCOMES
Upon successful completion of the program, a graduate will:

• Facilitate team processes towards effective completion of user experience design projects.
• Represent a linked sequence of observed evidence, collected data, qualitative research findings, interpretations and proposed design solutions to stakeholders to solicit support and commitment.
• Assess requirements of a user experience design project, in order to increase corporate acceptance, usability and effectiveness.
• Present persuasive arguments in support of user experience projects which balance user needs with business objectives.
• Design a complex user experience project which considers a business uncertainty and plans for multiple outcomes.
• Manage projects using current and proven methodologies to coordinate the work of a multi-disciplinary user experience design team.
• Adapt recommendations and courses of action in accordance with explicit and implicit cultural, professional and ethical constructs involved in solving user experience design problems.
• Factor and refactor research methods and insight-generating frameworks in order to facilitate, inform and guide team problem-solving.
• Resolve uncertainties and create shared purpose with stakeholders using iterative prototyping.
• Evaluate, adjust and communicate design decisions in alignment with financial, technical, and usability factors.

Insurance has become an integral part of virtually everything we do in life and business. Roles within the insurance industry are many and varied. Whether you enjoy working with numbers, doing research, solving problems or working with people, you can find your specialty in insurance.

Humber’s Insurance Management – Property and Casualty graduate certificate program prepares you for a variety of entry level management career paths in the large and growing property and casualty insurance industry. Learn the fundamentals of the industry and its three main functional areas – underwriting, loss adjusting and agency/brokerage – and gain transferable skills in business communications, computer applications, insurance accounting and metrics, marketing, sales and customer service, project management and leadership. Employment-focused experiential learning helps you consider a variety of options, as you launch your career. 

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

• Differentiate the functions of and the relationships between various elements within the structure of the insurance industry in Canadian and global contexts in order to identify business opportunities, challenges and solutions.
• Use current and relevant insurance industry-specific terminology when communicating with stakeholders.
• Assess and manage the four major categories of risk (hazard, operational, financial and strategic) to determine insurance needs associated with specific cases.
• Apply best practices for risk management to finance the negative consequences of risk events in multifaceted situations.
• Provide evidence-based recommendations for management of hazards and risks faced by an organization.
• Evaluate the clauses, terms and conditions of various insurance policy wordings in order to determine the appropriate coverage according to defined risk tolerance levels.
• Adjust, negotiate and settle insurance claims to satisfy needs of claimants and providers.
• Provide rationale for the acceptance or rejection of an application for insurance to uphold efficacy of decision-making.
• Evaluate the needs of a commercial and/or personal client in order to plan and recommend an insurance program that provides protection from identified exposures.
• Select leadership and communication strategies necessary to manage others and accomplish organizational goals.
• Prepare and deliver effective integrated marketing, customer service and sales plans to further organizational objectives.
• Develop, interpret and present common property and casualty insurance industry metrics and financial statistics and data to support organizational decision-making.
• Apply project management methodologies to identify, plan, and execute various property and casualty insurance managerial projects.
• Develop strategic business plans in order to respond o changing opportunities and challenges within the property and casualty insurance business.

Work Placement
Get hands-on experience in the industry with a 160-hour (minimum) work placement that will give you the opportunity to apply what you have learned in the classroom. Students initiate the placement with the aid of faculty, targeting companies in the Greater Toronto Area. Placements can be completed on a part-time basis throughout the academic year, or full time during the term immediately at the end of the program.

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.

Humber’s Mechanical Engineering Technology advanced diploma program prepares you for a career in the design and manufacturing of mechanical components and applications. The curriculum covers the theory and the skills required to:

• Program computer numerical control (CNC) machine tools using computer-aided manufacturing (CAM) software – Mastercam
• Apply design principles and practices
• Design and manufacture process problems
• Learn 2D computer-aided design (CAD) software - AutoCAD, 3D CAD software – SolidWorks
• Design and manufacture mechanical parts and assemblies
• Apply design principles and practices to a variety of engineering problems and environments

Our program builds upon the solid technical foundation of the Mechanical Engineering Technician program. The skills first learned in the technician program are enhanced through project-based learning and increased hands-on practice in the labs.

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.

Begin a career designing and manufacturing with a Mechanical Engineering Technology advanced diploma. Our graduates are able to perform engineering design and equipment/technology selection for major components in the design of mechanical systems; liaise with fabrication and engineering staff, as well as with vendors, for technical information and specifications; prepare preliminary and final cost estimates; and prepare and evaluate production processes, costing, tool design and inspection requirements. Graduates work in two main areas:

• Drafting and design, equipment testing, mechanical equipment installation and consulting engineering offices
• The metal cutting industries, programming, cost estimating, quality control and inspection, and in machinery sales

Humber’s Heating, Refrigeration and Air Conditioning Technician diploma program prepares you for a career as a technician capable of designing, installing and servicing many different types of energy systems. As you progress through the program, you will become familiar with the design, installation and service techniques of heating and air conditioning systems in residential and small commercial buildings. As well, you will learn to size, select and maintain equipment for building comfort according to various industry standards.
Today’s residential central air conditioning and heating systems are more energy efficient than those that were typically installed in the past. As this sector continues to address Canadians’ concerns about rising energy prices and the environment, there will be ongoing opportunities for you to work with design contractors in installing, servicing and retrofitting heating, ventilation and air conditioning and refrigeration (HRAC) equipment. As well, you could choose to work as a sales representative, specifications writer or service representative. With further experience, you could become an estimator, working with plans and specifications to determine material and labour requirements in preparation of contract bids.

Immerse yourself in the complex and innovative field of marketing with a practical education that will teach you how to create a match between the needs and desires of consumers and the products and services of your organization. Learn how to identify and leverage opportunities in the marketplace; use a range of technologies to create compelling promotional campaigns; and develop effective pricing, packaging and distribution strategies.

The dynamic world of marketing comes to life through a diverse range of courses in everything from marketing research and analytics, marketing communications, professional selling, to digital and social media marketing, and small business planning. Gain important insights into today’s complex marketing landscape, and discover how marketing-savvy companies are using both digital and traditional media to drive sales and enhance customer loyalty.

A mix of individual assignments and group projects combined with practical in-class activities will allow you ample opportunities to think creatively, solve problems and collaborate with others. Make valuable connections with business leaders, and gain key industry insights from experienced instructors who will arm you with a robust marketing tool kit and who will coach you to success.

Work Placement
Practise your new skills in the real world with an 84-hour business work placement in Semester 4. Students find their own placement, which can be paid or unpaid. The business placement advisor maintains a roster of placement opportunities and provides students with direction and assistance in the development of resumés and job search techniques.

Humber’s Landscape Technician diploma program is based on the principles of sustainability, conservation and environmental sensitivity. You’ll learn about landscape design and development, site construction, general horticulture, grounds maintenance, and related technologies through a combination of in-class studies and hands-on landscape training.

At Humber, we have exceptional facilities for landscape education. The Humber Arboretum, for example, is a 250-acre botanical garden centred on the west branch of the Humber River, surrounding Humber’s North Campus. It includes ornamental, woodland and wildlife gardens serving as a unique living classroom for plant studies, construction, arboricultural and horticultural skills. Our construction lab is housed in a weather-protected 8,000-square-foot facility which allows you to build full-scale structures such as decks, gazebos and retaining walls. Our computer labs use the latest in computer-aided design (CAD) software which enables you to prepare professional construction documents.

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.

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.