Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus 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

Fashion is an international business, and Humber’s Fashion Arts and Business diploma program places an emphasis on retail operations from both domestic and international perspectives. You will study marketing, store planning and merchandising, brand management, marketing, social media, event planning, and retail buying. You’ll also learn fashion trend forecasting, sales techniques, and colour and styling analysis while attaining basic knowledge of fashion products and fashion promotion. These skills are then applied to product launches, planning merchandise assortments, styling fashion shoots and the production of fashion events.

Our advisory committee provides regular review and input of curriculum ensuring our program is always on the cutting edge of industry developments.

In first year, courses in the business of fashion – marketing strategies, product knowledge, trend forecasting and web merchandising – give students an overview of this multibillion-dollar industry. In second year, students build on the skills developed on the foundation with wholesale sales, retail buying and operation, photo styling and event planning and budgeting.

Learning Outcomes:

Upon successful completion of the program, a graduate will:

• Differentiate the purposes and functions of and the relationships between various elements within the structure of the fashion industry in order to identify business opportunities, challenges and solutions.
• Define and use correctly the terminology and language of fashion from a business and art perspective in order to communicate effectively with the range of stakeholders in the fashion industry.
• Identify artistic and business trends in order to capitalize on emerging opportunities throughout the stages of product development, manufacturing, distribution and promotion.
• Respond to current market conditions based on detailed analysis of company and/or industry reports.
• Design promotional materials and events using current digital technologies and styling methodologies in order to advance fashion arts and business objectives.
• Employ professional practices which support current business strategies and plans adhering to legal, ethical and sustainable standards appropriate to the fashion industry.
• Create a variety of strategic planning deliverables for achieving measurable goals for fashion merchandising, marketing, operations, finance and sales.
• Conduct vendor negotiations, budgeting, critical path analysis, communications and operations for effective fashion-related promotional events.
• Tailor visual and verbal presentations suitable for various stakeholders (e.g. buyers, senior managers, vendors, customers) to meet their specific requirements.
• Generate social media strategy and content for marketing purposes in order to build product and brand awareness.
• Negotiate mutually profitable business-to-business transactions between parties in the supply chain in order to maximize cost effectiveness.
• Develop professional development plans to set career goals based on self-assessment of strengths, interests and opportunities.

Humber’s Project Management graduate certificate program will prepare you to manage complex projects and programs. Given the recognition that project management skills and competencies have to the success of all organizations, this program attracts candidates from diverse backgrounds and industries whether public, private or not-for-profit sectors.

In just two semesters, you will learn the skills needed to move a project through conceptualization, initiation, planning, execution, control and closing. The curriculum is designed in collaboration with industry and closely aligned to the Project Management Institute's Project Management Body of Knowledge (PMBOK), as well as international best practices. You will thoroughly explore the key stages of the project life cycle, project economics and financial analysis, procurement management, leadership skills and professional best practices through a comprehensive project delivery model. It also exposes students to the adaptive/Agile approach to project management and the various frameworks that fall under the Agile umbrella. Students learn about trends in project management including cutting edge technology and electives in areas such as public sector, information technology, construction and strategic portfolio management.

Learning Outcomes

• Upon successful completion of the program, a graduate will:
  • Link projects with the organization’s strategic plans, documenting the business need and justification for the project.
  • Define and manage the overall scope of the project, documenting project goals, deliverables, constraints, performance criteria and resource requirements in consultation with project stakeholders.
  • Develop a comprehensive project plan.
  • Integrate project functions, making tradeoffs among competing objectives and alternatives in order to meet or exceed project objectives.
  • Implement planning and control procedures, resource management, and risk management plans.
  • Employ a range of methodologies, techniques and tools available to project managers.
  • Develop, implement and analyze key financial information, translating financial information into project terms and establishing financial benchmarks.
  • Identify, analyze and refine project costs to produce a budget and control project costs.
  • Determine quality requirements and implement quality assessment activities.
  • Identify and allocate human resources required to manage project tasks, both within the core project team and the broader organization.
  • Manage communications to ensure the timely and appropriate generation, collection, dissemination, storage and disposition of project information to aid in the achievement of project objectives.
  • Identify potential risk events, monitor and control project risk, and assess risk management outcomes.
  • Identify procurement requirements, establish procurement processes, and implement and evaluate contracts.
  • Monitor project progress, identify variances and take timely action to deal with problems and opportunities.
  • Anticipate and respond to challenges inherent in complex projects.
  • Develop creative and flexible solutions that bring projects in on time and within budget.
  • Adhere to legal requirements and ethical standards.
  • Interact with team and stakeholders in a professional manner, respecting differences, to ensure a collaborative project management environment.

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.

Humber's Professional Accounting Practice graduate certificate program provides you with the required knowledge and skills essential to begin and advance in the field of accounting. You will be well prepared for careers in the field with knowledge of all accounting disciplines including financial accounting, management accounting, audit and assurance, finance, and personal and corporate tax. You will also develop computer technology, management, problem-solving and critical thinking skills, along with professional communication and interpersonal skills. This program is a path for students already holding a bachelor's degree in any discipline other than accounting and who are interested in pursuing the Chartered Professional Accounting designation. No prior accounting knowledge is required.

Learning Outcomes:

Upon successful completion of the program, a graduate will:

• Record all transactions in accordance with the professional accounting conceptual framework for financial reporting.
• Prepare accurate, relevant and timely corporate financial statements and other financial information according to the respective needs of stakeholders.
• Identify and analyze relevant financial and managerial accounting information to support effective decision-making.
• Produce and present accurate and timely financial information using relevant technology.
• Utilize statistical techniques effectively in the analysis of financial information.
• Recommend effective information systems structures to support efficient business operations.
• Recognize legal limitations and implications arising in business situations and make recommendations to mitigate risks. 
• Communicate across various levels in an organization clearly, concisely and accurately in both the written and spoken form to fulfill the intended purpose.
• Apply ethical, discipline-specific practices that contribute to the local and global community through social responsibility, economic commitment and environmental stewardship.
• Apply corporate finance techniques to support strategic and operational management decisions.
• Interpret and apply personal and corporate tax legislation to ensure compliance.
• Plan effective external, internal and information systems audits to meet compliance and assurance requirements.

Work Placement
Humber has the only graduate certificate of its kind in Ontario that provides students with hands-on work experience in the field of accounting. Through a mandatory 160 hour work placement, students will make industry connections and can gain experience in small, medium and large organizations, and in entrepreneurial start-ups.

Humber’s Electrical Engineering Technician – Control Systems diploma program focuses on three major concentrations in electrical engineering:

• Power industry
• Process instrumentation
• Programmable logic controllers (PLCs).

Our courses are designed in collaboration with an industry advisory panel, ensuring you learn current and relevant material. The program blends classroom theory with laboratory work on subjects such as electric devices and circuits, digital and programming fundamentals, power generation and distribution, electrical computer-aided design and drafting (CADD), electrical code, programmable logic controllers (PLCs), and technical communications.

Complex and challenging assignments prepare you for the realities of a control systems and electrical engineering career. Jump-start your career in the power industry, process instrumentation field as a control specialist or working with programmable logic controllers (PLCs). Our graduates can find work as technicians – designing, maintaining, servicing or selling automated industrial, electrical machines, electrical control, power and process instrumentation systems and equipment. Some employers of our graduates include ABB Inc., Aztec Electrical Supply, Canada Bread, City of Brampton, Street Lighting Department, Eastern Power Limited, Enersource Hydro Mississauga, Siemens Building Technologies Inc., Toronto Transit Commission (TTC), Hydro One and Ontario Power Generation.

Humber’s Mechanical Engineering Technician diploma program gives you a thorough knowledge of materials and mechanical solutions for designing and manufacturing mechanical parts and assemblies. You will learn in Humber’s state-of-the-art labs, offering you the practical experience you need to succeed. Courses focus on:

• Engineering drawings/calculations
• Mechanical operations
• Programming of computer numerical control (CNC) machine tools using computer-aided manufacturing (CAM) software – Mastercam
• Applying design principles and practices
• Design and manufacturing process problems
• Learning 2D computer-aided design (CAD) software – AutoCAD, 3D CAD software – SolidWorks

The curriculum includes courses in solids mechanics, mechanical design, hydraulics, pneumatics, programmable logic controllers (PLCs), manufacturing and management. You will be able to develop the manufacturing procedures to produce mechanical components.

Begin a career designing and manufacturing with our Mechanical Engineering Technician diploma. According to the Canadian Government’s Working in Canada website, the outlook for jobs in this field is positive. “Due to a concentration of employers such as power plants, large automotive manufacturers and other transportation and goods manufacturers, openings for mechanical engineers should remain steady,” says the report. “Job openings in this field should arise from the creation of new power facilities and production increases in the transportation equipment manufacturing, including aircraft.” Graduates find employment in areas related to mechanical design, production, testing, consulting and service industries, as well as in machine tool sales and service departments. Demand is growing for graduates in fields related to the sustainable economy and in consulting engineering particularly for companies engaged in infrastructure projects.

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 Business – Accounting diploma program provides you with a well-rounded accounting education with training in accounting procedures and theory, taxation, business law, information systems, and management. Supported by our state-of-the-art Accounting Centre, you’ll learn best practices in accounting and become skilled at using industry-standard software including Profile (personal tax), Access, Excel, Quickbooks, SAGE 50 Accounting (formerly known as Simply Accounting) and SAGE Accpac Plus.

You will learn accounting from industry-connected faculty who are committed to providing you with practical, hands-on accounting training to help you get ahead. Our program’s versatile range of courses helps you develop broad-based business skills including human resource administration, business writing, macroeconomics and finance. At any time, you can transfer to the three-year Business Administration – Accounting advanced diploma program, with an optional co-op opportunity.

You may choose to study for four consecutive semesters if you wish to accelerate your path to graduation.

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.