Graduate Certificate in Cloud Computing Technologies

at George Brown College - Casa Loma Campus Canada

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.

This rigorous and comprehensive two-year Dance Performance diploma program provides you with the necessary skills to launch a career in dance. As a graduate, you will be a classical ballet and/or contemporary dancer with the professionalism, technical expertise and industry contacts required to pursue a career in dance. With a choice of specialty in classical or contemporary dance, students train in ballet, modern and jazz with studies in acting, vocal, repertoire and composition to elevate their overall performance quality and marketability.

There are two streams for students to specialize in either classical or contemporary dance:

• The Classical stream is for intermediate/advanced ballet students and includes more advanced training in ballet and pointe.
• The Contemporary stream is for intermediate-level ballet students and includes additional contemporary training and the option of less advanced pointe classes.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Perform advanced classical ballet and modern dance technique in choreographed solo and ensemble productions.
  • Perform jazz dance technique in choreographed solo and ensemble productions.
  • Sing at an intermediate level using pulse, rhythm and metre in both solo presentations and chorus productions.
  • Create artistically expressive dramatic characterizations in a dance context at an advanced level in both solo and ensemble performances.
  • Present self professionally at auditions and in industry environments through resumés, biographical backgrounds, and photographs to advance artistic and career opportunities.
  • Develop self-knowledge and reflective practice to make informed artistic, pedagogical, personal development and career choices within the performing arts industry.
  • Apply pedagogical skills and concepts to educate students in the areas of ballet, modern and jazz dance training.

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.

The evolution of information and communication technologies is transforming the health-care system and creating new ways of accessing and exchanging information that will impact the health-care sector. Health-care and information systems professionals currently employed or with experience in a health-care or technology environment, or who have an interest in the advancement of information technologies in the health-care delivery sector, will be interested in this program.

The Health Informatics graduate certificate program brings together professionals in health-related and information technology sectors to develop specialists in health informatics who can respond to the current and emerging needs of health-care systems. This intensive program is designed for IT, health-care or related professionals who aspire to enter into a health informatician/analyst role, or practitioners who wish to enhance their experience with formal education. Participants will be engaged and supported by a team of health informatician/business system analyst professionals and faculty in developing critical skills and competencies in the areas of:

• Health-care systems, technologies and trends
• Ethical, professional, legal and policy implications of health information systems technologies and health information standards
• Problem identification and analysis
• Documenting and analyzing health-care organization, health-user and solution requirements
• Process, workflow and system/solution modelling
• Project management
• Technical writing
• Leadership and management
• Business and system analysis techniques and core-professional competencies such as analytical thinking and problem solving, communication and facilitation, and interactional skills.

The Health Informatics program provides breadth and depth of applied knowledge in the field of health informatics. A key characteristic that sets this graduate certificate program apart is the applied nature of the curriculum. Students will be immersed in the process of health informatics/analysis through case studies, industry projects, and practical work experience, and will be responsible for developing solutions. The uniqueness of this program is in creating graduates with work-ready skills built through applied, hands-on experience.

Graduates of the program will have acquired knowledge, skills and competencies relevant to professional certification programs in Health Informatics/Information and Management Systems.

Graduates will be able to:

• Formulate change strategies to implement appropriate health information systems technologies (HIST) within the health-care setting.
• Apply business and system analysis techniques to evaluate the effectiveness of health information systems technologies within a health-related setting.
• Integrate relevant standards and professional, ethical and legislative requirements with the appropriate health information system technologies.
• Design training and education for the effective use of HIST.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Assess organizational requirements for health information system technologies (HIST).
  • Formulate strategies for the selection and implementation of HIST.
  • Design and deliver educational/training strategies for end-users.
  • Evaluate the impact of HIST on business/clinical processes, and on health services delivery.

The General Arts and Science two-year (four semesters) diploma is designed to develop the essential skills needed for advanced studies, including university transfer and professional specialization. The program includes a wide range of subjects within the Arts and Humanities, Social Sciences, and Science. It emphasizes advanced skills in research and writing, oral communications and critical thinking, providing excellent preparation for work, as well as for further vocational and university studies.

Students acquire knowledge and engage with ideas in a wide range of disciplines. Interdisciplinary approaches enable students to explore and relate relevant concepts and issues to individuals, the environment, and the workplace.

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).

Today, few organizations make any significant plans without thoroughly understanding the Information Technology (IT) implications. IT professionals are a vital part of decision-making business teams. George Brown College answers this need with its three-year (six-semester) Computer Programmer Analyst program. The broad education in programming and IT analysis that it offers can provide you with a stable platform for career growth in the rapidly expanding and ever-changing world of information technology.

During the first two years of the program, you will develop the skills and techniques required for software application development and testing. The industry tells us they are looking for Computer Programmer Analysts with “the total package.” So the third year includes advanced technical skills in areas such as systems analysis and design techniques – and continues to develop communications, teamwork and other client service skills such as needs assessment, sales, and presentation methods.

George Brown offers other distinct advantages:

• Students are involved in project-based and experiential learning.
• In the third year, students are exposed to the fast-growing game development sector.
• Students are also exposed to mobile application development using the latest mobile devices.

*If you enrol in January, you must complete semester 2 in the summer, May to August, in the same year.

Note: In this rapidly changing industry, program improvements are being made on an ongoing basis, which may result in course changes. Changes are made in consultation with our Program Advisory Committee, which is composed of academic staff and industry representatives from small, medium-sized and large corporations.

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 relationships.
  • 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.
  • Gather, analyze and define software system specifications based on functional and non-functional requirements.
  • Design, develop, document, implement, maintain and test software systems by using industry standard software development methodologies based on defined specifications and existing technologies/frameworks.
  • Select and apply object-oriented and other design concepts and principles, as well as business requirements, to the software development process.
  • Gather requirements and model, design, implement, optimize, and maintain data storage solutions.
  • Integrate network communications into software solutions by adhering to protocol standards.

As the Information Technology (IT) sector continues to grow in Toronto and our industry partners report skills shortages, George Brown College is helping to meet employer demand by educating IT professionals who understand all aspects of computer systems. Our two-year Computer Systems Technician program provides students with a broad and in-depth technical base, through courses in the high-demand areas of system support, network administration and web technologies. The curriculum prepares graduates with the strong administration, troubleshooting and design skills they need for careers in IT.

As the Information Technology (IT) sector continues to grow in Toronto and our industry partners report skills shortages, George Brown College is helping to meet employer demand by educating IT professionals who understand all aspects of computer systems. Our two-year Computer Systems Technician program provides students with a broad and in-depth technical base, through courses in the high-demand areas of system support, network administration and web technologies. The curriculum prepares graduates with the strong administration, troubleshooting and design skills they need for careers in IT.

George Brown continues to invest in up-to-date networking, wireless and security lab equipment to help students develop hands-on installation, configuration and troubleshooting skills. Students use the NetLab platform, which enables them with 24/7 remote access to Cisco Systems physical equipment. This investment, along with our hands-on teaching environment, was recognized by Cisco when the college was designated an Area Support Centre and Instructor Training Centre.

Graduates of the Computer Systems Technician program are prepared to write several industry certification exams that are in demand by employers.

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

• Identify, analyze, develop, implement, verify and document the requirements for a computing environment.
• Contribute to the diagnostics, troubleshooting, documenting and monitoring of technical problems using appropriate methodologies and tools.
• Implement and maintain secure computing environments.
• Implement robust computing system solutions through validation testing that aligns with industry best practices.
• Communicate and collaborate with team members and stakeholders to ensure effective working relationships.
• Select and apply strategies for personal and professional development to enhance work performance.
• Adhere to ethical, legal and regulatory requirements and/or principles in the development and management of computing solutions and systems.
• Assist with the implementation of computer systems.
• Install, configure, troubleshoot, maintain, upgrade and decommission computing system infrastructures.
• Automate routine tasks using scripting tools and programming languages.
• Provide technical support for computing system infrastructures that aligns with industry best practice.
• Implement the basic concept, principles, and scope of DevOps.
• Apply task automation using configuration management and the Cloud.
• Automate network administrative tasks across distributed clients.

The Civil Engineering Technology advanced diploma program is a three-year program that focuses on the planning, design and construction of roads, bridges, tunnels, sub-divisions, buildings, municipal services and heavy infrastructure. Students learn to ensure projects are functional, economical and meet standards and codes. There is a blend of lectures, laboratories and tutorials, with a focus on real drawing sets. There is an option for co-op.

The Civil Engineering Technology advanced diploma program includes:

• Designing reinforced concrete structures, storm, water and sanitary systems, roads and steel-framed structures.
• Interpreting construction drawings and specifications for various types of projects through extensive practical training from project drawing sets.
• Estimating, bidding, scheduling and managing/supervising projects using the latest software.
• Health and safety, site management and quality management on construction sites.
• Risk analysis and value analysis for construction projects.
• Types of contracts used by the construction industry as well as the legal aspects of construction.
• Business management techniques to pre-qualify projects based on expected returns, to create and manage a construction company and to understand the financial statements involved in running a construction business.

Program Learning Outcomes
The graduate demonstrates the ability to:

• Develop and use strategies to enhance professional growth and ongoing learning in the civil engineering field.
• Comply with workplace health and safety practices and procedures in accordance with current legislation and regulations.
• Complete duties and monitor that work is performed in compliance with contractual obligations, applicable laws, standards, bylaws, codes and ethical practices in the civil engineering field.
• Promote and carry out sustainable practices in accordance with contract documents, industry standards and environmental legislative requirements.
• Facilitate collaboration and interaction among the project team and project stakeholders to support civil engineering projects.
• Collect, process, analyze and coordinate technical data to produce written and graphical project-related documents.
• Use industry-specific electronic and digital technologies to support civil engineering projects.
• Participate in the design and modelling phase of civil engineering projects by applying engineering concepts, technical mathematics and principles of science to the review, production and/or modification of project plans.
• Contribute to the scheduling, coordination and cost estimation of civil engineering projects and monitor their progression by applying principles of construction project management.
• Coordinate and perform quality control testing and evaluate equipment, materials and methods used in the implementation and completion of civil engineering projects.
• Apply teamwork, leadership, supervision and interpersonal skills when working individually or within multidisciplinary teams to complete civil engineering projects.

This program is designed to teach you new construction and building renovation skills from both an applied perspective and a management perspective, including carpentry techniques and new materials applications while providing a solid understanding of the renovation-related trades.

Hands-on training takes place in fully equipped labs where students practice current techniques related to renovations and new home construction, using sustainable design principles. The third year of the program focuses on project management skills required to work in a supervisory role. You will also have an introductory exposure to the business skills that can be adapted to starting and running a renovation, custom home building or general contracting business.

Practical applications include:

• Residential construction and renovations
• Millwork
• Demolition
• Framing
• Finishes
• Drywall installation and finishing
• Site management
• Cabinetry
• Stair construction
• Building code
• Basic electrical, HVAC, and plumbing systems.

Business skills include:

• Business management
• Marketing
• Client relations
• Project management
• Site management
• Scheduling
• Controlling, estimating and bookkeeping
• Budgeting and financial management
• Inspections

You will also learn how to use and apply computer software and technology currently used in the construction industry, including spreadsheets, computer-aided design, estimating, project management and presentation tools.

Note: When 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.

This program is unique in Ontario.

Your Field Education Options
This program requires the successful completion of two semesters of field placement. George Brown works with employers and industry partners to identify potential work experience opportunities. Students are also strongly encouraged to pursue self-directed industry work experience opportunities they believe would provide the learning experiences they value and meet the learning outcomes of the program. This valuable work experience can in turn be added to your resume.

In addition to more formal on-the-job work experience, George Brown College endeavours to provide additional learning opportunities with real-world challenges and clients. Find out more about field education at our Industry Liaison Office.

Program Learning Outcomes

• The graduate has reliably demonstrated the ability to:
  • Develop and use strategies for ongoing professional development to remain current with industry changes, enhance work performance and explore career opportunities.
  • Comply with and monitor health and safety practices and procedures in accordance with current legislation and regulations.
  • Prepare quotes and monitor that work is completed in compliance with the rights and conditions of contractual obligations, the Ontario and/or National Building Codes, applicable laws, bylaws, standards and ethical practices in the building construction and renovation field.
  • Promote and maintain sustainability practices in the implementation of building construction and renovation projects.
  • Facilitate collaboration and interaction among a range of tradespersons and project stakeholders to support timely completion of building construction and renovation projects.
  • Review and interpret project plans and produce technical sketches and documents to support building construction and renovation projects.
  • Use technologies to obtain, analyze, organize and communicate building construction and renovation information.
  • Analyze and solve technical problems related to the design and implementation of building construction and renovation projects by applying the principles of advanced technical mathematics, building design and building science.
  • Select, maintain and safely use hand tools, and portable and stationary power tools, when performing layout, cutting, fitting and assembly operations.
  • Complete building and renovation stages, from site layout and footings to the application of interior and exterior finishes, in accordance with blueprint specifications and conservation principles.
  • Evaluate the methods employed and the use of equipment and materials involved in the completion of building construction and renovation projects.
  • Schedule, coordinate and monitor the progression of building construction and renovation projects by applying principles and strategies of project management.
  • Design and implement business strategies to develop home building, renovation and re-development enterprises.
  • Apply leadership, supervision and interpersonal skills to manage building construction and renovation projects.

The program covers installation, testing, maintenance, analysis and troubleshooting of specified electrical circuits, equipment and systems under the supervision of a qualified person. Throughout the program, students will learn to apply health and safety standards to their work, and perform tasks in accordance with the standards of the Canadian Electrical Code.

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

• Assist in the interpretation and preparation of electrical drawings including other related documents and graphics.
• Analyze and solve simple technical problems related to basic electrical systems by applying mathematics and science principles.
• Use and maintain test and instrumentation equipment.
• Assemble basic electrical circuits and equipment to fulfill requirements and specifications under the supervision of a qualified person.
• Assist in the installation and troubleshooting of basic electrical machines and associated control systems under the supervision of a qualified person.
• Assist in testing and troubleshooting electrical and electronic circuits, equipment, and systems by using established procedures under the supervision of a qualified person.
• Assist in the troubleshooting of control systems under the supervision of a qualified person.
• Use computer skills and tools to solve basic electrical related problems.
• Assist in conducting quality assurance procedures under the supervision of a qualified person.
• Assist in the preparation and maintenance of records and documentation systems.
• Install and assist in testing telecommunication systems under the supervision of a qualified person.
• Apply health and safety standards and best practices to workplaces.
• Perform tasks in accordance with relevant legislation, policies, procedures, standards, regulations, and ethical principles.
• Apply basic electrical cabling requirements and install and test system grounding for a specified number of applications under the supervision of a qualified person.
• Identify problems and troubleshoot electrical systems under the supervision of a qualified person.
• Assist in the selection of electrical equipment, systems and components to fulfill the requirements and specifications under the supervision of a qualified person.