Graduate Certificate in Artificial Intelligence Software Development (Co-op)

at Algonquin College - Ottawa Campus Canada

Computer Systems Technology Security is a three-year Ontario College Advanced Diploma that prepares the students for significant roles in securing the integrity, critical data of a business, confidentiality, network infrastructure and transactions while developing the practical hands-on skills and theoretical knowledge to implement, recommend and solve various advanced security solutions and countermeasures.

During the course, the students learn to employ common techniques and tools used in investigations and digital forensics, deploy modern security countermeasures against threats to the IT infrastructure, explore how to participate in the investigation and incident response process effectively and how to validate and evaluate security controls. The curriculum also includes topics like Canadian/International laws, assess the technical aspects and risk levels of security solutions, privacy laws and compliance, ethical and social implications related to security, the legal process and proper evidence gathering procedures, analyzing and managing risk/threats, security and penetration tests and vulnerability assessments, designing effective corporate security policies and IT forensic concepts and tools

The graduates of the course may find jobs in various industrial, service, private and industrial sectors, public organizations (financial, healthcare), privately managed security firms, users of information networks, including government organizations; small, medium-sized and large business enterprises, ; law enforcement agencies (RCMP, OPP, local police forces) and associated security agencies (CSIS, CSE), primary communications carriers, information service providers, information technology consulting firms and security audit/penetration consulting firms.

The students may secure job positions in the Information Technology environment like that of a corporate information security or security administrator (junior to intermediate level); corporate information security manager/officer (junior to intermediate level); network security specialist (junior to intermediate level); IT/network security consultant (junior to intermediate level); IT/network security architect/designer (junior to intermediate level); security auditor/penetration tester (junior to intermediate level); digital forensic analyst/consultant/investigator (junior to intermediate level); IT/network security and compliance analyst/investigator (junior to intermediate level); technical support specialist - security (intermediate level); technical integration sales representative and support (intermediate level).

Learning Outcomes

The graduate has reliably demonstrated the ability to:

• Analyze and resolve information technology problems through the application of systematic approaches and diagnostic tools.
• Analyze, plan, design, and implement computer systems.
• Analyze, plan, design, and implement networking solutions.
• Install, configure, troubleshoot, monitor, maintain, upgrade, and optimize computer systems.
• Install, configure, troubleshoot, monitor, maintain, upgrade, and optimize networks.
• Use a variety of scripting tools and languages to automate routine tasks.
• Participate in the deployment and administration of databases within a networked environment.
• Plan, develop, and be responsible for data storage to ensure the integrity of information.
• Apply knowledge of security issues to the implementation of information technology solutions.
• Appraise existing security solutions with a view to on-going maintenance, development, and improvement of organizational security.

The one-year Marketing Management Ontario College Graduate Certificate prepares you to thrive in today`s marketing industry. Analyze consumer attitudes and behaviours in regards to products and services in our rapidly changing world. Through a creative, flexible and customer-focused approach, develop an understanding of both domestic and international marketing issues.

Among other topics, you develop a critical understanding of the competitive and customer-oriented demands of a business, its product and service operations and its marketing processes and resources. Acquire creative, procedural and critical marketing expertise to generate, implement and evaluate marketing programs that satisfy customer requirements.

Act as consultants and complete an industry project where you apply your knowledge and skills to a real-world situation by developing a marketing plan and strategy for a local organization.

Learning Outcomes
The graduate has reliably demonstrated the ability to:

• Develop a promotion mix for marketing a product or service based on an identified target market within conventional and digital media spaces.
• Develop domestic and global pricing strategies which take into account perceived value, competitive environment, and corporate objectives.
• Develop strategies for efficient distribution of products and services.
• Design and modify strategies for developing a new brand or product portfolio or improvise an existing brand or product in the context of marketing objectives and evolving market trends.
• Analyze the Canadian and global marketing environment, segment and target markets, position products, develop lifecycles and evaluate marketing results with respect to costs, sales and profits.
• Formulate a comprehensive marketing plan including marketing research, competitive analysis, target market, marketing objectives, marketing mix, marketing strategies and evaluation criteria in both Canadian and International markets.
• Create and convey a marketing communications plan integrating various aspects of traditional and digital communications.
• Conduct primary and secondary research using both qualitative and quantitative methods on internal and external environmental factors in order to evaluate the current situation and draw a future marketing roadmap for an organization or a particular product or service.
• Create personal professional development strategies and plans to enhance leadership knowledge, human resource management skills, and marketing expertise in order to improve individual and team performance within the marketing function of an organization.
• Employ marketing management techniques in the planning, directing, and controlling of an enterprise.
• Develop strategies to establish, enhance and maintain working relationships with clients, consumers, customers and stakeholders within conventional and online domains.
• Recognize and address ethical dilemmas and corporate citizenship, applying ethical and organizational values to marketing situations.
• Apply the key constructs in consumer behaviour to marketing a product or service in Canadian and international markets.
• Identify and apply discipline-specific practices that contribute to the local and global community through social responsibility, economic commitment and environmental stewardship.

The Regulatory Affairs - Sciences Ontario College Graduate Certificate program provides you with the skills and knowledge to pursue an entry-level career in industry and government regulatory agencies in Canada.

The regulation of products in industries such as healthcare, biotechnology, food, industrial chemical and agrochemical is of international concern. The resulting increase in regulation has driven the demand for qualified individuals in regulatory affairs.

With a focus on protecting the safety of people and the environment, professionals in this field have a positive impact on the public good.

Understand the regulatory environment in Canada, including the socioeconomic aspects of:

• Regulations across industries
• How to interpret and apply regulations
• How to develop and manage regulatory submissions

Cooperative education (Co-op)
Cooperative education (Co-op) allows students to integrate their classroom learning with a real-world experience though paid work terms. Two academic terms prior to the cooperative education work term, students are required to actively participate in and successfully complete the self-directed co-op online readiness activities and in-person workshops.

Students must actively conduct a guided, self-directed job search and are responsible for securing approved program-related paid co-op employment. Students compete for co-op positions alongside students from Algonquin and other Canadian and international colleges and universities. Algonquin College`s Co-op Department provides assistance in developing co-op job opportunities and facilitates the overall process, but does not guarantee that a student will obtain employment in a co-op work term. Co-op students may be required to re-locate to take part in the co-op employment opportunities available in their industry and must cover all associated expenses; e.g., travel, work permits, visa applications, accommodation and all other incurred expenses.

Co-op work terms are typically 14 weeks in duration and are completed during a term when students are not taking courses.

Develop your awareness of sustainable building operation expertise for a career in the rapidly advancing field.

The Building Automation System Operations Ontario College Graduate Certificate program builds on your industry and educational experience and deepens your understanding of technologies that support the sustainable operation of buildings and ongoing building optimization.

By working with data analysis, you gain the ability to monitor and adjust energy usage and gauge system parameters, alarms and activities within a building. The program is designed to equip you with the knowledge and skills to advance in the building technology field.

With increased awareness of sustainable measures and growing energy costs, professionals in this field are moving towards high-performance automated buildings. These Smart buildings are reducing consumption and ensuring comfort, health and safety.

In this program, you use case studies, hands-on learning, and field work to give you the knowledge to understand and apply skills in relation to building automation systems.

Graduates who are looking to work in the building technology field may find employment in many different positions, including:

• Building automation system operator
• Building automation technician
• HVAC automation and controls technician
• Building automation process leader

This four-year degree program is designed for students seeking careers in the hospitality, culinary, food services and food science sectors through a unique combination of food science and culinary skills. Well suited for those with a passion for food and a love of science, this program produces skilled graduates with culinary and food science backgrounds equipped with the abilities to create innovative, high quality food products for existing and emerging markets.

Through combining the disciplines of food science and culinary arts, students develop the necessary skills and knowledge to become professionals within this innovative and emerging field. Students examine a broad range of topics including food chemistry, food microbiology, sensory evaluation, food processing, as well as culinary science and food service management, with a focus on food product development and enhancing the nutritional value of food products. These core science skills are complemented by advanced skills in food preparation, cooking, baking, safety and sanitation, management and leadership. Through applied research in product development, students have the opportunity to research, create and market their own products. In addition, students participate in two practical cooperative education learning opportunities gaining valuable applied industry experience.

Major food companies and producers seek individuals who have the ability to design, develop and process quality food choices that are healthy, affordable, desirable and safe for consumers. Graduates are well positioned to find employment opportunities with major food manufacturers or small, private label companies, in the areas of food production management, food technology, product development, quality assurance management, food services and food research and development as well as in health-related industries or entrepreneurial endeavours. Algonquin College is working closely with the Research Chefs Association (RCA) in seeking RCA`s accreditation as a Culinology(R)program. Graduates of this program are well positioned to write RCAs Certified Research Chef examination.

The four-year Bachelor of Automation and Robotics (Honours) degree program prepares you for a career in the field of automation and robotics.

Autonomous and remotely operated systems are deployed the world over with ever increasing frequency. Such systems are being implemented in many instances to reduce risk to human workers, to achieve higher efficiencies in manufacturing and to improve the quality of lives through robot-assisted rehabilitation and care. Variations of these systems are often in place for reasons of feasibility, efficiency, safety or practicality. Traditionally, in order to develop such systems, collaborative expertise and knowledge in aspects of mechanical and electrical engineering as well as computer science is necessary. Through a combination of these three fields of engineering, this program helps you acquire the theoretical and applied expertise to succeed in the field of automation and robotics.

As a student in this program, you acquire knowledge and skills specific to electrical engineering, mechanical engineering and computer science, including:

• Engineering principles, professionalism and methodologies
• Fundamentals of mathematics, technical writing, dynamics, electronics, computer programming, optical systems and materials science
• Machine design, control systems, electromechanical actuators, sensors, vision systems and the software necessary to design and simulate autonomous and remotely operated systems and components
• Project planning and management, and research and leadership skills

This co-operative education program provides you with learning opportunities through industrial and/or applied research placements. A comprehensive final year project tied to the needs of industry exists to challenge you, presenting the opportunity to test and further develop knowledge and skills. If you are interested in the potential of self-employment, you have an opportunity to foster entrepreneurial aspirations.

Learning Outcomes
The graduate has reliably demonstrated the ability to

• Analyze, design, modify and support mechanical, software and electrical components, processes and systems by applying fundamentals of engineering.
• Build functional robotic components by researching and integrating knowledge from mechanical, electrical and software engineering practices.
• Customize existing non-autonomous systems into autonomous or semi-autonomous systems by designing and integrating solutions and developing autonomy algorithms and controls.
• Analyze and solve complex technical problems in the field of robotics and automation by applying the principles of engineering and mathematics.
• Develop, execute and interpret quantitative and qualitative analysis and tests for industrial mechatronic and automation systems.
• Lead and perform diagnostics on a variety of industrial automation controls, sensors, data acquisition devices and interfaces by developing and using troubleshooting skills and techniques.
• Ensure all work is performed in compliance of relevant laws, codes, regulations, policies, ethical principles, safety procedures and engineering practices and standards.
• Contribute to the on-going and upcoming innovation and research in the robotics and automation field.
• Develop entrepreneurship and effective business planning skills to innovate robotics technology targeting new and existing local and global markets.
• Develop personal and professional strategies and plans to adapt to change, maintain currency and foster interprofessionalism.
• Manage the project and communication with clients and other professionals to translate abstract ideas into tangible project requirements and products.
• Identify and apply discipline-specific factors that enable the contribution to the local and global community through social responsibility, economic commitment and environmental stewardship.

The Artificial Intelligence Software Development Ontario College Graduate Certificate program is designed to prepare you to meet the increasing market demand for artificial intelligence software development expertise. Through this program, you will enhance your existing software development skills to become an AI software developer, with an in-depth understanding of the major AI technologies and how to leverage AI to solve problems.

The program explores AI using a top-down and a bottom-up approach simultaneously. You begin a deep dive into the detailed mechanisms of machine learning to acquire the skills to troubleshoot, debug and optimize machine learning and deep learning architectures. You investigate various techniques of AI and survey which types of problems are best solved using each AI technique.

Through a combination of theory-based learning and industry-based applied research AI projects, graduates possess the theoretical knowledge and hands-on skills to assess, recommend, design, implement and troubleshoot various advanced AI solutions. Graduates enter the workforce with an in-depth understanding of deep learning, reinforcement learning and knowledge representation. Together these three branches form a comprehensive view of the AI landscape, giving the AI developer the knowledge and skills required to implement solutions such as speech recognition and natural language understanding, planning, diagnosis, smart agents, machine vision, intelligent manufacturing processes and intelligent control. Students have the option to gain real-world experience through two paid co-operative education (co-op) work terms.

This Ontario College Graduate Certificate program, delivered in a 42-week consecutive format, prepares you for a career in the field of recreation therapy. Recreation Therapists work with individuals facing key health issues and cognitive, physical and/or mental health challenges across the lifespan from children, youth, adults to seniors. In this program, you develop a strong foundation of skills and knowledge to use the tools of recreation and leisure to ensure people of all ages and abilities have a healthy social, physical, emotional and cognitive lifestyle.

Develop advanced knowledge of how to complete client assessments, create individualized and group programs and document client outcomes. Apply a variety of facilitative techniques to promote meaningful recreation and leisure participation, improve functional ability, and enhance quality of life and wellness. Through collaboration, teamwork, research and professional involvement, you learn to adapt, implement and evaluate recreation activities to meet the needs of people in a wide range of settings including hospitals, long-term care facilities, rehabilitation centres, municipal community programs and mental health agencies. Through a combination of theory and industry-based work terms, you gain theoretical and practical knowledge and experience.

As a current institutional member of Therapeutic Recreation Ontario (TRO), students enrolled in the Therapeutic Recreation program receive a Therapeutic Recreation Ontario Student membership for the duration of the program. Graduates may apply to become registered members of TRO and/or other professional associations. As well, Algonquin College is working closely with TRO in seeking recognition of this program, thus allowing graduates to apply to become a Registered Therapeutic Recreation Ontario member.

Learning Outcomes
The graduate has reliably demonstrated the ability to:

• Provide for the safety of clients, self and others in compliance with applicable legislation, regulations, standards and ethical practices.
• Assess individual needs, strengths, challenges and interests of people experiencing barriers to healthy leisure lifestyle in order to assist them in meeting their goals.
• Maintain accurate documentation in accordance with ministry guidelines, professional standards of practice and organizational policies and procedures.
• Plan, implement and evaluate holistic individual and group recreation therapy programs which respond to identified needs, align with assessment results and adhere to current best practices.
• Provide individual and family therapeutic functional intervention, leisure education support, and opportunity for recreation participation.
• Research, analyze and evaluate recreation therapy activities and programs using evidence based practices.
• Plan, implement and evaluate community, private and institutional programs and/or services and processes to enhance quality of life for clients.
• Collaborate with individuals, caregivers, interprofessional teams, volunteers and community service providers using a person-centered approach to promote personal, social, economic and the health-related benefits of recreation therapy services.
• Develop and plan for ongoing personal and professional growth and development.
• Identify and apply discipline-specific practices that contribute to the local and global community through social responsibility, economic commitment and environmental stewardship.

The Environmental Management and Assessment Ontario College Graduate Certificate program adds depth to your existing expertise in the environmental management and assessment field. Highly skilled and environmentally aware professionals are constantly being sought out by employers in the field. This program enhances your knowledge of environmental sciences.

Gain essential knowledge and skills by studying a range of disciplines throughout this program, including:

• Ecological conservation
• Project management
• Environmental policy and reporting
• Contaminant control
• GIS and environmental map design

Take courses in hydrology, environmental modelling and environmental policies. Courses are offered on evenings and weekends.

Field experiences throughout the program give you integrative skills that employers of this expanding field are looking for.

Students also have the option to gain real-world experience through a paid co-operative education (co-op) work term. Please note that places in the co-op version of the program are subject to availability.

Graduates of this program may be employed in a number of fields including:

• Ecology research and reporting
• Water and wastewater monitoring
• Site assessments
• Cost proposals
• Pollution prevention and control
• Regulatory compliance
• Policy development

The two-year Office Administration - Executive Ontario College Diploma program prepares you for a rewarding career as an administrative professional in the public or private sector.

Develop essential skills through extensive applied practice in a simulated office in the areas of human resources, social media, office management, domestic and international travel, event planning and finance. Enhance your MS Office suite abilities through document production, transcription, desktop publishing, accounting practices, and database and project management.

Learning Outcomes
The graduate has reliably demonstrated the ability to:

• Conduct oneself professionally and adhere to relevant legislation, standards and codes of ethics.
• Manage the scheduling, coordination and organization of administrative tasks and workflow within specific deadlines and according to set priorities.
• Coordinate the collection, analysis, distribution and response to communications in the workplace to facilitate the flow of information.
• Operate and provide support related to the use, maintenance and procurement of office equipment and technologies.
• Evaluate, establish and administer a variety of records management systems* to ensure confidential, secure, accessible and organized electronic and paper records.
• Produce financial documents and reports by identifying and compiling relevant information and using accounting software.
• Prepare and produce a variety of business documents using available technologies and applying industry standards.
• Use interpersonal, leadership and client service skills to respond to diversity and to support the vision and mission of the organization.
• Research, analyze and summarize information on resources and services and prepare summary reports with recommendations.
• Select and use information technologies to support communication with internal and external stakeholders and to promote the organization.
• Organize and coordinate meetings, conferences, special events and make travel arrangements, including the preparation of related documentation.
• Support the implementation of projects by applying basic principles of project management.
• Identify and apply discipline-specific practices that contribute to the local and global community through social responsibility, economic commitment and environmental stewardship.