Graduate Certificate in Applied A.I. Solutions Development (Co-op)

at George Brown College - Casa Loma Campus Canada

Students in this program will gain an in-depth knowledge of the construction industry including:

• Methods and materials of construction
• Construction estimating
• Construction law, contracts and bidding
• Project management and control 
• Construction graphics and detailing 

This program shares the first four semesters with the Construction Engineering Technician program. Semesters 5 & 6 prepare you for a wider range of career options in the construction sector. This three-year program equips you for positions with higher levels of responsibility and accountability in such areas as construction planning, project management, estimating, budget and bid preparation, sustainable building science and engineering studies.

The Plumbing Techniques program covers residential, commercial and industrial applications in the plumbing industry, paying particular attention to residential plumbing. It is a hands-on program that may benefit anyone seeking to enter an apprenticeship or any construction-related career path.

Through hands-on projects you will learn about:

• Tools, materials, equipment and methods used in the plumbing industry
• Estimating materials and labour costs
• Proper use of hand tools and power tools
• Safety practices and procedures associated with these tools

The program includes studying industry standards and building codes while considering health and safety issues and energy conservation.

Projects include:

• Constructing and testing both drain and water systems
• Learning how to install hot water heaters and a variety of residential plumbing fixtures.
• Research on the science of sanitation, water, and the forces acting on a sealed piping system with and without atmospheric pressure applied to it.
• Studying blueprints and learning basic drafting techniques that will enable you to design, comprehend and build plumbing systems.
• A final project will focus on how to maintain the plumbing system you install and those that you may encounter in the future.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Work according to contractual obligations; the project manual; and applicable laws, standards, bylaws, and codes.
  • Perform residential plumbing projects effectively and accurately by interpreting and producing basic data in graphic, oral and written formats.
  • Work responsibly and effectively with others and in accordance with appropriate practices, procedures and in compliance with health and safety legislation.
  • Use tools and equipment for basic installation manufacture, and repair of components to required specifications.
  • Contribute to the organizing and planning of residential plumbing installation projects.
  • Solve routine problems related to work environments using a variety of systemic approaches.

Learning in state-of-the-art architectural studios with the most up-to-date equipment and software, you will develop a thorough knowledge of architectural drawing and technical design skills, as well as an understanding of sustainable building design and construction materials grounded in current green principles.

Courses cover 2D and 3D computer-aided drafting, design, rendering and modelling, design and development drawings, construction drawings and architectural presentation. You will also learn and apply the concepts of building science, building systems, building codes and construction law. Teamwork in a project-based learning environment is emphasized.

Note: If you enrol in the program in January, you are required to complete semester 2 in the summer (May to August) of the same year in order to continue into semester 3 in the fall.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Communicate with clients, contractors, other building professionals, and approval authorities.
  • Assist in the preparation, reading, and interpretation of drawings, and other graphical representations used in building projects.
  • Read and assist in the preparation of specifications and other project documents used in design and construction.
  • Assist in the preparation of estimates of time, costs, and quantity.
  • Assist in solving technical problems related to building projects through the application of principles of building science and mathematics.
  • Collaborate with members of the building team.
  • Assist in the development of architectural designs.
  • Review and assist in the preparation of site planning documents.
  • Comply with the legal and ethical requirements of an architectural technician in the practice of building design and construction.
  • Assist in the assessment of buildings related to repurposing and renovation projects.
  • Ensure personal safety in the workplace.
  • Identify sustainable design and building practices.
  • Use current and emerging technology to support building projects.
  • Assist in the administration of the construction phase of building projects.

Apparel Technical Designers are the link between design and production as they transform a sketch into a full technical package ready for manufacturing a product in quantity. This one-year Apparel Technical Design graduate certificate program in Toronto prepares fashion designers with apparel technical design skills for positions in the apparel industry.

Graduates will have the skills to design and complete a collection using market research, trend analysis, and computer-aided drafting and product lifecycle management technology. Quality and costing analysis will inform design choices as the full product specification package is completed and collection projects are manufactured using appropriate and efficient manufacturing techniques.

Designers with solid patternmaking, grading, textile, illustration and construction skills will advance their knowledge to manage the complexity of writing detailed technical specifications, refining garment fit and sourcing components in pre-production, to achieve production-ready samples and technical packages. Graduates will attain the expertise required to anticipate and solve manufacturing issues, be able to maximize quality and minimize cost, consider sustainable options and be more prepared to launch future collections through experiencing the full cycle of designing and manufacturing a collection.

This program is part of our School of Fashion and Jewellery.

Your Field Education Options

• Field education is embedded in the program. Students will be required to connect with an industry employer where they can complete 160 hours of field education in semester three.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
• Conceptualize and design apparel collections using target market research to prepare for product development aimed at a target consumer.
• Develop production-ready patterns using computer software and grade, alter and create markers to prepare for manufacture of collection samples.
• Manage the steps of a product development process using product lifecycle management tools and software.
• Select source materials and manufacturing techniques to align with collection quality and cost requirements.
• Develop and communicate product specifications to minimize production time, cost and errors.
• Estimate manufacturing resources (e.g., labour, time and materials) to inform design decisions and schedule production timelines.
• Review and correct garment fit and apply adjustments to production patterns to ensure garment appearance and comfort ease allowances are appropriate to target market sizing specifications while maintaining design integrity.

Rising fuel costs, indoor air quality and climate change are all factors in raising awareness of the true cost of energy, and the need for energy-efficient building environmental system design, construction and maintenance.

This program has been developed to address the current and future needs of the heating, ventilation, air conditioning and refrigeration (HVAC/R) industry. In the first two years you will study residential and some light commercial systems. In the third year there is an additional focus on commercial systems.

You will develop a firm understanding of the factors involved in designing, building, controlling and maintaining energy-efficient building environmental systems for a wide variety of requirements.

The program covers the basics of air system and hydronic (water) system theory, required to design distribution systems and select appropriate fans, pumps, heating and cooling plants, and system controls for larger buildings.

The program follows industry-standard design practices for environmentally responsible and energy-efficient residential, commercial and industrial systems, as established by the Heating, Refrigeration and Air Conditioning Institute (HRAI), the American Society of Heating, Refrigeration and Air Conditioning Engineers (ASHRAE) and the Canada Green Building Council.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
• Relate effectively to heating, ventilation, air conditioning and refrigeration supervisors, coworkers and customers.
• Comply with applicable acts, regulations, legislation, and codes to maintain personal and public safety.
• Solve scientific, mathematical, and engineering problems related to designing, operating, and installing energy systems for commercial and industrial complexes.
• Prepare and analyze detailed drawings, and compile technical specifications for energy systems.
• Design, operate, and install energy systems for commercial and industrial complexes.
• Develop strategies for ongoing personal and professional development that lead to enhanced work performance and career opportunities, and keep pace with industry changes.

The General Arts and Science one-year (two semesters) certificate is designed for students who wish to develop the skills and competencies required in college, university and the workplace. The program allows students to explore subjects within the Humanities, Social Sciences, Natural Sciences, and Science and Mathematics; and to develop skills in critical thinking, oral and written communications, and career development. An effective career counselling component helps students consider their options for a vocationally specific college education, as well as their interests and eligibility for university/degree transfer.

As a student in the General Arts and Science one-year (two semesters) certificate program, you will develop the skills and competencies required in college, university and the workplace. The program allows you to explore subjects within the humanities, social sciences, natural sciences, and science and mathematics; and to develop skills in critical thinking, oral and written communications and career development. An effective career exploration component helps you consider your options for a vocationally specific college education, as well as your interests and eligibility for university/degree transfer.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Develop, through general knowledge gained in a wide range of subjects, insight into both self and society.
  • Develop flexibility and clarity of both thought and expression in order to develop communications competence to a level required by business and industry.
  • Understand and utilize critical thinking processes and problem solving techniques.
  • Examine and evaluate various aspects of our changing society to assist in developing a sense of personal and social responsibility as a citizen in society.
  • Employ basic vocational skills drawn from the areas of the Humanities, Social and Behavioral Sciences of Vocational Studies (Business, Technology).

The Computer Systems Technology program is designed with extensive input from industry and offers two optional specializations in its third year. The Networking specialization focuses on network security, voice-over-IP (VoIP) and wireless LANs. The Systems specialization focuses on mail server administration, content management systems (Collaboration), database administration and computer security. Both specializations include core courses on infrastructure virtualization (through the VMWare IT Academy) and cloud computing, along with best practices in Information Technology.

The three-year Computer Systems Technology program is designed with extensive industry input and offers two optional specializations in its third year:

The Networking specialization focuses on network security, voice-over-IP (VoIP) and wireless LANs.
The Systems specialization focuses on mail server administration, content management systems (Collaboration), database administration and computer security.
Both specializations include core courses on infrastructure virtualization (through the VMWare IT Academy) and cloud computing, along with best practices in Information Technology (IT).

George Brown College continues to invest in up-to-date networking, wireless, radio frequency, VoIP and security lab equipment, so that all students gain hands-on experience in installation and configuration of equipment ranging from small offices all the way to enterprise-class hardware and software. This investment, along with the hands-on teaching environment, was recognized by Cisco when the college was designated an Area Support Centre and Instructor Training Centre, and became part of a very select group of Cisco Networking Academies in Canada.

In the third year of the program, students will be involved, hands-on, in real-life projects or case studies. These may be completed independently, in conjunction with an industry partner, or George Brown's Office of Research and Innovation, and may include developing proposals and working in teams to plan, set schedules and achieve specific goals in the field of information technology. Through some of these projects, George Brown students have recently helped develop IT solutions for hospitals, large corporations and major IT and telecommunications service providers, including Bell Mobility, Rogers Communications, Cogeco Data Systems and many other well-known companies in the Greater Toronto Area.

This program covers all courses of the official Cisco CCNA Routing & Switching curriculum. The curriculum also prepares students to write several other examinations leading to industry certifications, such as the Certified Wireless Network Administrator (CWNA) and Cisco Certified CyberOps Associate.

Program Learning Outcomes
The graduate has reliably demonstrated the ability to:

• Identify, analyze, design, develop, implement, verify and document the requirements for a computing environment.
• Diagnose, troubleshoot, document and monitor technical problems using appropriate methodologies and tools.
• Analyze, design, implement and maintain secure computing environments.
• Analyze, develop and maintain robust computing system solutions through validation testing and industry best practices.
• Communicate and collaborate with team members and stakeholders to ensure effective working relationship.
• Select and apply strategies for personal and professional development to enhance work performance.
• Apply project management principles and tools when responding to requirements and monitoring projects within a computing environment.
• Adhere to ethical, social media, legal, regulatory and economic requirements and/or principles in the development and management of the computing solutions and systems.
• Investigate emerging trends to respond to technical challenges.
• Analyze, plan, design, implement and administer computer systems and cloud solutions.
• Research, design, deploy, configure, troubleshoot, maintain, upgrade and decommission computing system infrastructures.
• Select and apply scripting tools and programming languages to automate routine tasks.
• Install, monitor, optimize and administer a database management system in response to specified requirements.
• Design, implement and administer technical support processes for computing system infrastructures that aligns with industry best practice.

Electromechanical Engineering Technology – Power and Control is designed to provide students with both theoretical and practical experience, enabling them to work in a wide variety of electrical engineering areas including power and control systems, utilities, industrial automation and robotics, instrumentation and process control. The curriculum incorporates theory, applications, practical experience and safety practices from power systems, utilities, manufacturing, control system, automation and computer industries, along with concepts from the sciences and humanities to ensure the graduate is equipped with technical knowledge, skills and practice.

Graduates from this program benefit from a combination of advanced machine-tool technology principles (CAD/CAM/CNC) and extensive hands-on manufacturing practices that better prepare them for the technical challenges they may face in the workplace.

Advanced CNC and Precision Machining students have the opportunity to strengthen their skills by engaging in specialized industry partnerships that include precision machining/welding workshops and formula race-car and rocketry manufacturing with University of Toronto Engineering and Aeronautics undergraduate students.

In their final year, students engage in applied projects to design and fabricate prototypes using digital manufacturing technology (lasers, 3D printer, multi-axis CNC machine tools).

All students will augment their technical training with courses in mathematics, communications, and general education.

Your Field Education Options

• Students will have the opportunity to complete a mandatory 15-week co-op term in Year 2. Co-op participants will be selected based on their academic performance, including a minimum GPA of 3.0 and an interview component.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Complete all work in compliance with current legislation, standards, regulations and guidelines.
  • Apply quality control and quality assurance procedures to meet organizational standards and requirements.
  • Comply with current health and safety legislation, as well as organizational practices and procedures.
  • Apply sustainability best practices in workplaces.
  • Use current and emerging technologies to support the implementation of mechanical and manufacturing projects.
  • Analyze and solve mechanical problems by applying mathematics and fundamentals of mechanics.
  • Interpret, prepare and modify mechanical drawings and other related technical documents.
  • Perform technical measurements accurately using appropriate instruments and equipment.
  • Manufacture, assemble, maintain and repair mechanical components according to required specifications.
  • Contribute to the planning, implementation and evaluation of projects.

As we advance further into this increasingly digital world, Artificial Intelligence and Data Science will revolutionize most industries by optimizing business processes and automating decision-making in many white-collar jobs. The Applied A.I. Solutions Development program will instill graduates with the skills needed to provide existing businesses and emerging startups with the tools required to thrive in the digital revolution.

This three-semester graduate certificate program uses a hands-on, applied approach to the field of A.I., giving students the broad range of skills needed to excel in this rapidly growing industry.

It teaches the development and application of Machine Learning/Deep Learning models and provides a fundamental understanding of the underlying mathematical algorithms that power them. This combination of knowledge and skills will allow graduates to identify and select appropriate algorithms for a given use, build and fine-tune models, and visualize and effectively communicate the resulting data, thereby bridging the traditional roles of Data Scientist, Machine Learning Engineer and Business Translator.

Your Field Education Options

• To be eligible for co-op, a student must complete all Semester 1 and Semester 2 courses. As well, an overall GPA of 3.0 must be achieved.
• During the third semester of the program, students may choose whether to apply for a Co-op position or take a Work Integrated Learning course that includes an industry-sponsored project.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Identify, evaluate and manage relevant data sources to support data analytics and to meet organizational needs.
  • Recommend different systems, architectures and data storage technologies to support data-driven solutions.
  • Develop and deploy complete Machine Learning/Deep Learning production systems for a variety of industry use cases that meet the needs of a specific operational/business process.
  • Assess and apply appropriate mathematical models, algorithms, tools and frameworks to develop A.I.-enabled, industry-specific solutions.
  • Design and present A.I. solutions effectively to stakeholders through the use of data visualizations.
  • Apply legal, ethical, privacy and security-related standards and considerations in data science projects in a manner that protects privacy and confidentiality, addresses data bias and transparency, and ensures data integrity.
  • Implement artificial intelligence systems on time and budget using best practices and strategies in design thinking, project management and lifecycle management.
  • Design artificial intelligence (A.I.) systems through the application of systematic approaches and methodologies to meet growing organizational needs.