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Graduate Certificate in Artificial Intelligence with Machine Learning

Graduate Certificate in Artificial Intelligence with Machine Learning

at Humber College North Campus Canada

Overview

 

The Artificial Intelligence with Machine Learning Ontario Graduate Certificate was developed to fill the need for a growing and in-demand skillset. Designed for students with experience in computer programming, software development or computer science, students learn the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML) to apply AI models and ML algorithms to a broad range of practical applications including natural language processing, image processing, computer vision and for business decision making. Students will also gain experience in applying AI tools in data analytics and data mining. Technical skills will be complemented by knowledge in regulations, policy and ethics in applying AI technology, as well as project management, communication and teamwork skills.

In the final semester, learners complete an industry-supervised capstone project to solve real-world problems and to showcase skills and knowledge that they have learned in the program. Their projects are showcased at an exhibition event to industry partners, community leaders, faculties and peer students. The program also provides opportunities to engage with a broad community and industry network through guest speakers, network events and applied research in collaboration with industry partners.

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

  1. Design and implement secure artificial intelligence and machine learning software systems and applications using data science, mathematics, data mining principles, algorithms and tools to meet client needs.
  2. Defend the algorithms and models used to solve problems in artificial intelligence and machine learning projects through clear and accurate written and verbal presentations to stakeholders.
  3. Comply with corporate policies, ethical standards, and industry and government regulations, in implementing artificial intelligence solutions.
  4. Evaluate industry trends and emerging technologies in artificial intelligence and machine learning to inform personal and business practices and maintain currency and relevancy in the field.
  5. Design and apply artificial intelligence and machine learning algorithms and models to solve problems and meet the specified needs of a client or stakeholder.
  6. Apply project management principles and methodologies to manage the timelines, cost, scope and other resources of artificial intelligence projects.
  7. Recommend the system infrastructure, including the necessary architecture and storage technology, that meets the needs of an Artificial Intelligence application.

 

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30

Application Processing Days

Post Graduate

Program Level

Fact & Figures

Full Time On Campus

Study Mode

12

Duration

Humber College North Campus

Location

Graduate Certificate in Artificial Intelligence with Machine Learning Assistant Fee

$17618

Tuition Fee

$12000

Average Cost of Living

$75

Application Fee

2

Backlogs Allowed

Graduate Certificate in Artificial Intelligence with Machine Learning Admissions Requirements

  • Minimum Level of Education Required: To be accepted into this program, applicants must have a bachelor’s degree or advanced diploma in computer programming, software engineering or computer science.
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Where would you like to study*

Work Permit Canada

Students who wish to work in Canada require a work permit to do so. A student in Canada can work part-time during the course of his studies and full-time during holidays and semester breaks and post the completion of their course/program.

Rules for getting a part-time work visa in Canada

You can also work part-time on campus at your university.

Work Permit

Duration

Your part-time work permit will be valid for as long as you have a valid study permit.

Working Hours

20 Hours/Week

As a full-time student, you can work for a maximum of 20 hours a week. However, you can work full- time during holidays and breaks.

Document Required to Work in Canada

List

To apply for a work permit, you will need a study permit that mentions that you are allowed to work part-time on campus.

Social Insurance Number

Study Permit

You will need a Social Insurance Number (SIN) to Service Canada. if you wish to work in Canada during the course of your studies. To apply for the same, you need a valid study permit, and you should be a full- time student at a recognized university.

You can work part-time off-campus if you are studying in the Quebec province.

Duration of Work Permit Canada

Your part-time work permit will be valid for as long as you have a valid study permit.

Work Hours Canada

As a full-time student, you can work for a maximum of 20 hours a week. However, you can work full- time during holidays and breaks.

Document Required to Work in Canada

To apply for a work permit, you will need a study permit that mentions that you are allowed to work part-time on campus.

Social Insurance Number

You will need a Social Insurance Number (SIN) to Service Canada if you wish to work in Canada during the course of your studies. To apply for the same, you need a valid study permit, and you should be a full- time student at a recognized university.

Working after completing your course

In Canada, you will need a work permit to get a full-time job in Canada after finishing your studies. You chose a work permit like the Post-Graduation Work Permit (PGWP) if you wish to stay back in Canada and work full-time.

Visit Government of Canada Website for more detail

Post-Graduation Work Permit (PGWP)

The Post- Graduation Work Permit (PGWP) allows you to work for three years in Canada if you have completed a two years degree or more.

Application

how can i apply

You can either apply online or download the form and mail the application along with the required documents. Pay your fee and then wait for the decision to come.

Application Documents Required

List

To apply for the work visa, you need a degree from a recognized and accredited Canadian University along with an intention to stay and work in Canada only temporarily.

When to Apply?

One can apply for the full-time work permit in the first three months post the completion of their course during which the study permit is still valid.

How long does it take?

90 days

You will have to wait for 90 days for the decision on your work permit.

Duration

3 Years

The work permit is valid for 3 years if you have completed a two years degree program or more.

Fees

CAD 255

The fee for the work permit is CAD 255 plus the holder fee and the work permit processing fee.

Monthly Wages

CAD 1,600

An applicant is guaranteed a minimum salary of CAD 1,600 per month while working in Canada. This amount though varies on the job and the province you are working in.

Work Hours Canada

No Limit

There is no maximum limit, and you can work for as many hours as you want on the full-time work permit.

Required Documents

List

To apply for the work visa, you will need the following documents:

  • Forms: IMM 5710, IMM 5476 and IMM 5475;
  • Graduation Proof
  • Proof of payment of work permit fees
  • Copies of your travel and identification documents, passport pages and current immigration document.

Till a decision is made on your work visa, you can continue to work full time. All you need to have is your completed degree, should have applied for the permit before the expiry of your study permit and you should be allowed to work off-campus.

Information

Disclaimer

The information provided about the work permit is true and complete to the best of our knowledge. All recommendations are made without any guarantee on the part of the author or the publisher. The author and the publisher, therefore, disclaim any liability in connection to and with the use of this information.

Detailed Program and Facts

30

Application Processing Days

Full Time On Campus

Program Intensity

Post Graduate

Program Level

12

Duration

Study Visa

Student Visa For Canada

Any student who wishes to study in Canada requires a student visa. Some of the essential information for the application process is given below.

When Should I Apply?

4 to 6 months

Ideally, one should apply for the study permit at least 4 to 6 months before the commencement of your course/program.

Bank Account

No Need!

There is no need for a blocked bank account to apply for a student visa to Canada.

Duration of visa

Course Duration + 3 Months

The student visa is valid for the entire period of your course plus three months.

Time to Wait for Visa

35 Days

It takes time. It might take up to 35 days post your interview for the application process to complete and for you to finally receive your visa.

Appointment

Required

It varies from applicant to applicant, but one may have to take part in one or two visa appointments, namely a medical examination and a visa interview.

How you can apply

Application Process

An applicant can either apply online or offline by visiting a visa application centre and submitting their documents. After the analysis of your application, you might be called for an interview.

Fee

Visa Fee

The visa application fee for Canada is CAD 150.

Minimum Funds

833 CAD, 917 CAD

You require a minimum monthly amount to be deposited into your account to prove that you can sustain yourself while studying in Canada. If you are studying in Quebec, you need to have a monthly minimum of CAD 917, and if you are studying in a province except for Quebec, you need to have a minimum of CAD 833 per month.

Any other expenses

Required

You will have to pay a medical examination fee and a visa application service fee to the tune of CAD 15 if you visit a visa application centre to apply for your visa.

Medical Examination

Required

One has to undergo a series of medical examinations to be deemed fit for a student visa of Canada. The tests mostly include blood and urine tests, chest x-rays and other organ checkups.

Language Skills

Not Required

one doesn’t need to prove their language skills in applying for a Canadian Visa.

Disclaimer: The information provided about the work permit is true and complete to the best of our knowledge. All recommendations are made without any guarantee on the part of the author or the publisher. The author and the publisher, therefore, disclaim any liability in connection to and with the use of this information.

English Test Requirement

6.5

Minimum Overall Score

88.0

Minimum Overall Score

61.0

Minimum Overall Score

Other Courses by Humber College North Campus,Canada

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.

24 month

Duration

$ 16414

Tuition

Humber’s Cabinet Making certificate program, located at the Humber Centre for Trades & Technology, provides you with the knowledge and skills to construct and install basic cabinets, as well as build traditional furniture using recognized trade practices. By completing a series of woodworking projects, you will explore various types of joinery and construction techniques using hand tools, portable power tools, stationary machines, as well as computer-based technologies. Time management skills and the ability to work to a deadline are developed and stressed throughout the program.

Graduates of the program will be able to produce shop drawings, calculate a list of materials, cut out and assemble basic cabinetry or furniture and also apply a finish. Graduates are able to safely operate most common stationary woodworking machinery, as well as run a number of CNC machines in a limited capacity.

12 month

Duration

$ 16394

Tuition

Hospitality, Tourism, Wellness Leisure & Sports

Diploma in Culinary Management

Humber’s Culinary Management diploma program teaches you the skills you need to excel as a chef in the culinary industry. Work in the world’s finest dining establishments, and take advantage of international study opportunities. Kick your career up a notch by competing in on-campus, national and international skill competitions.

This program will also prepare you to to design, organize, implement, serve and execute your own dinner event in the “Chef's Table” course. Using a market-related themed menu, mise en place and à la carte cooking, students will showcase classical and contemporary techniques and skill. The Charcuterie and Advanced Garde Manger courses involve students using contemporary level food presentation, styling techniques and becoming proficient with various butchery processes on a wide range of meats. The Emerging Trends course is unique among Ontario colleges, providing students with the opportunity to work alongside local guest chefs. Students also have the opportunity to experience preparing meals on the Humber Food Truck, Humber’s classroom on wheels. In addition, students work alongside some of the country’s best chefs. Students receive unmatched time spent with several leading chefs about what’s happening in today’s restaurant scene and food industry.

Note: A fast-track program is implemented for the January start. The first semester (January to April) is immediately followed by the second semester (May to August), resulting in a short summer break. The third semester begins in September, allowing students to complete the two-year program in just 16 months.

Qualified students will complete work placements in the kitchen of a leading hotel, restaurant or golf course of their choice for seven unpaid weeks in the fourth semester (40 hours per week). Students are also able to apply for placements across Canada and internationally, which has jumpstarted many successful careers.

The demand for passionate, well-trained chefs around the world is constant, and with more than 7,000 restaurants reflecting a wide variety of cultures and cuisines, Toronto is the ideal place to launch your culinary career. The creative culinary and management skills you’ll gain at Humber will put you in high demand in hotels, restaurants, golf clubs, resorts, hospitals, corporate settings and more. If you have an entrepreneurial spirit, you’ll be inspired by the potential to start your own business in the future. Food service is a constantly evolving industry that has never been more in the spotlight, and culinary management at Humber is your gateway.

24 month

Duration

$ 16394

Tuition

In Humber’s Electromechanical Engineering Technology advanced diploma program, you’ll learn how to support the engineering activities of manufacturers that rely increasingly on automation technology to maintain a competitive edge in the global economy. You will develop skills in industrial automation, robotics, control systems, machining, hydraulics, pneumatics, safety, mechatronics, programmable logic controllers (PLCs), automation welding, machine elements and computer-control methods. You will also learn to decipher mechanical and electrical schematic drawings, and use electrical and mechanical diagnostic tools.

Our program builds upon the solid technical foundation of the Technician program. The Technology graduate is prepared to enter a wider range of careers. The skills first learned in the Technician program are enhanced through project-based learning and increased hands-on practice in the labs.

Complementing your technical education are the effective communications, problem-solving and interpersonal skills that add value to any team. Coursework reflects real-world demands through independent and co-operative study in practical environments including experience with industrial standard equipment. The industry relevant curriculum is taught by faculty at the top of their fields to provide you with the skills and knowledge employers are looking for.

Our advisory committee provides regular review and input of our curriculum ensuring our program is always on the cutting edge of industry developments. The program offers an optional co-op placement.

Optional Co-op
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.

36 month

Duration

$ 17608

Tuition

Humber’s Enterprise Software Development graduate certificate program provides advanced concepts, skills and knowledge for those currently employed in the information technology and related fields, or graduates of information technology or computer studies programs.

Students will have the opportunity to select their pathway through elective courses ranging from software development, web and mobile application development to big data, business intelligence and database administration. Students will then apply these concepts in variety of hands-on activities and enterprise projects.

In the final semester of the program, students become involved in an industry project supervised by one of the Humber industrial partners, helping students apply and enhance their IT, teamwork, interpersonal and project management skills.

Moreover, through a range of Capstone showcasing events and employer engagement workshops, students will have a chance to showcase their portfolios and capstone project to employers and practise how to reach prospective employers in today's competitive job market.

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

  • Describe the current and future use of e-commerce technology to improve intra and inter-organizational processes.
  • Analyze and define the specifications and design of an e-commerce system based on user requirements.
  • Identify connectivity and interoperability issues in the development of Internet applications for networking.
  • Plan, track and present the progress of a project applying principles of project management.
  • Develop programs for distributed applications involving web page technology.
  • Develop interfaces on the web.
  • Modify, document and maintain existing software components.
  • Outline legal, ethical and intellectual property issues and practices.
  • Develop applications consistent with security practices.
  • Develop code to deliver multimedia data streams.
  • Develop programs for distributed applications using client-side technology.
  • Develop a web site that implements business transactions.
  • Integrate corporate database capabilities with a web site.
  • Develop applications consistent with performance applications.
  • Write project proposals.
  • Prepare and present a web project.
  • Research new technology.
  • Compare and contrast current e-commerce strategies.
  • Demonstrate professional and ethical behaviour.
  • Perform user training.
  • Using available technology, implement e-commerce objectives.

12 month

Duration

$ 20485

Tuition

Hospitality, Tourism, Wellness Leisure & Sports

Diploma in Food and Nutrition Management

Humber’s Food and Nutrition Management diploma program prepares you for a supervisory role that combines the dynamic world of food service with the expanding world of health care. This is an ideal program if you love food, have a keen interest in the science of nutrition and enjoy managing people in a fast-paced environment.

Our faculty has extensive industry experience and will prepare you for your career in a variety of courses taught in state-of-the-art culinary lab facilities. You will have the opportunity to join student branches of the Canadian Association of Foodservice Professionals (CAFP) and the Canadian Society of Nutrition Management (CSNM). As student members, you will build on your networking skills in the foodservice and hospitality sector and have the opportunity to apply to association-sponsored bursaries and scholarships.

Our program is recommended if you are starting your career path, are currently working in the food service or health-care industries, or if you have a background in culinary arts or hospitality. The Food and Nutrition Management diploma and the Nutrition and Healthy Lifestyle Promotion diploma share a common first year.

Work Placement
Work placements are a valuable way to gain experience in the field and build contacts. You will complete a five-week full-time placement in the health-care foodservice industry.

Work placements take place at the end of the fourth semester. Possible locations include:

  • Long-term care and retirement facilities
  • Hospitals, business/industry and education facilities
  • Food suppliers, manufacturers and distributors
  • Foodservice outlets

24 month

Duration

$ 16414

Tuition

Health Sciences, Nursing and Emergency Services

Bachelor of Science (Honours) in Nursing

Humber’s Nursing degree program focuses on the nurses' role in community/public health, primary health care, long-term care and acute settings. Our small class sizes of 35 to 40 students in our theory and science courses provide you with both individual and group learning opportunities. In our simulation labs, students will practise and improve interpersonal and technical nursing skills in a safe and active learning environment. 

Students will also receive hands-on experience across a number of clinical placements at health-related agencies across the Greater Toronto Area. 

Humber is the only English speaking college in Ontario with access to an on-campus cadaver lab for nursing students. Combine that with small class sizes, leading-edge simulation labs, bioscience and anatomy labs, and extensive clinical work placement opportunities -- Humber students have the competitive edge. 

Learning Outcomes

  • Upon successful completion of the program, a graduate will:
    • Integrate and apply knowledge, from nursing and an array of disciplines in the arts and sciences to provide comprehensive nursing care in times of health and illness.
    • Communicate orally and in writing using structured coherent arguments to convey accurate and reliable information to diverse audiences in practice. Graduates will engage in authentic purposeful and collaborative communication using the concepts and techniques of the discipline.  
    • Engage in critical, reflective, and holistic analysis to evaluate the strength of a wide spectrum of evidence to formulate decisions. 
    • Develop a dynamic and evolving professional identity  and capability, incorporating personal and professional attributes and skills for practice in complex and unpredictable contexts.  
    • Be responsible global citizens, by engaging the principles of Primary Health Care and the ethics of caring and social justice in diverse contexts.  

Work Placement
Students receive practical experience through clinical placements at health-related agencies across the Greater Toronto Area (GTA). 
Placements will provide students the opportunity to integrate nursing skills and knowledge in a supervised setting. Clinical experiences will be diverse, covering a broad range of settings including community agencies, schools, long-term care facilities and hospitals. Humber has relationships with many community agencies and makes every effort to assist you to develop, establish and maintain the required standards for academic success. 

48 month

Duration

$ 20485

Tuition

Hospitality, Tourism, Wellness Leisure & Sports

Diploma in Hospitality - Hotel and Restaurant Operations Management

Are you interested in a career that can take you around the world, offering a fast-paced and thrilling environment where you can share your passion for people and incredible service? Then the hospitality industry is for you.

Humber’s Hospitality - Hotel and Restaurant Operations Management diploma program is a leader in hospitality management training. You will develop your business management skills via hands-on learning, theoretical classes and practical labs led by industry experts.

  • Enhance your resumé with industry certifications such as service excellence, food safety, responsible alcohol beverage service, and wine and beer knowledge
  • Learn state-of-the-art software applications including Silverware, the leading restaurant point-of-sale system and Opera, the premier hotel management system software 
  • Embark on a 12-week industry placement providing you with on-the-job experience and industry contacts
  • Gain valuable instruction and guidance from faculty with extensive industry experience in concepts such as marketing and sales, leadership management, and sustainability

Note:- A fast-track program is implemented for the January start. The first semester (January to April) is immediately followed by the second semester (May to July), resulting in a shorter summer break. The third semester begins in September, allowing students to complete the two-year program in just 16 months.

Work Placement
In fourth semester, students participate in a work placement with a hospitality organization. Our internship co-ordinator provides direction and assistance for each student in securing a placement.

Industry partners who often provide work placements include:

  • Cara Operations
  • Fairmont Hotels
  • Four Seasons Hotels
  • Hilton Hotels
  • Marriott Hotels
  • Oliver & Bonacini Restaurants
  • Sir Corp
  • Starwood Hotels

24 month

Duration

$ 16414

Tuition

Public Safety and Legal Studies

Graduate Certificate in Paralegal

Humber’s Paralegal graduate certificate program prepares you for an exciting career in the legal field. You will gain skills in legal research, oral and written advocacy, critical thinking and problem solving through a case-based and problem-based learning environment. You will develop your oral advocacy skills through active learning including presentations and mock trials.

Courses include tort and contract law, residential landlord and tenant law, employment law, small claims court, provincial offences and summary convictions, and administrative tribunal law and procedures. Studies in legal accounting, business planning, ethics and entrepreneurship help prepare you to set up and manage your own paralegal professional practice.

Learning Outcomes:

Upon successful completion of the program, a graduate will:

  • Work within areas of permitted practice and articulate limitations on representation for paralegals.
  • Develop and assess strategies which adhere to the professional and ethical requirements of the Paralegal Rules of Conduct.
  • Research, analyze, interpret and apply the provisions of legislation and case law to client situations using proper legal citation methods.
  • Conduct trial and tribunal advocacy in accordance with the permitted scope of practice of a paralegal by utilizing the applicable structure, process, and jurisdictional authority of courts and administrative tribunals.
  • Select and employ effective human relations, interpersonal, and intervention strategies to assist in resolving conflicts.
  • Develop a coherent case management strategy and execute it effectively.
  • Select and utilize information technology resources and current industry computer software.
  • Communicate effectively and persuasively, both orally and in writing, using accurate legal terminology.
  • Create legal documents and correspondence required for use by clients and on behalf of clients.
  • Investigate and utilize paralegal business practices competently and effectively.
  • Demonstrate effective time management and organizational skills to meet the timelines and limitation periods within a legal environment.
  • Identify and apply discipline specific practices that contribute to the local and global community through social responsibility, economic commitment and environmental stewardship.
     

12 month

Duration

$ 26202

Tuition

Humber’s Plumbing Techniques certificate program is a comprehensive introduction to the trade. You will learn the basics of plumbing including theory, code and blueprints, as well as gain significant hands-on experience. Upon completion of this program, you will have the skills necessary to pursue a career in the plumbing trade.

Water, waste and sewage systems – hallmarks of urban living – require high-level skills to design, install and maintain. In the Plumbing Techniques certificate program, you’ll be introduced to the skills necessary to begin your career as a plumber. Graduates of this program may find a range of career opportunities including apprenticeship, construction industry work, green energy initiatives, and municipal water and sewage treatment. According to BuildForce Canada, an estimated 248,000 construction workers are expected to retire over the next decade. This demographic trend represents as significant loss of skilled workers that will require new workers to replace them. Given this potential shortage, as well as the boom in construction across the country, individuals with plumbing skills are projected to have an advantage in the job market.

12 month

Duration

$ 16414

Tuition

View All Courses by Humber College North Campus, Canada

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