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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.

 

Read More

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

Public Safety and Legal Studies

Diploma in Law Clerk

Humber’s Law Clerk diploma program provides in-depth training delivered by experienced professionals. Learn from practising lawyers and law clerks who will give you the inside scoop on the current trends and opportunities in the field. As a law clerk, working under the direct supervision of a lawyer, you will be an important part of the team that allows the lawyer to succeed. 

Your law clerk education includes courses on contract, tort, real estate, corporate and family law, as well as in litigation, legal research, wills and estates, and more. Your solid knowledge on diverse areas of law, competence in a range of legal and court procedures, and strong written and oral communication skills will make you a valuable team player in the profession.

Work Placement
Students must complete a 120 hour work placement. The unpaid placement is completed during Semester 4.  All courses from Semesters 1 to 3 must be completed before enrolling in the field placement in Semester 4. Working with the field placement advisor, students are actively involved in pursuing placement opportunities. In addition, students are expected to market themselves to prospective employers and are free to initiate their own placements.

24 month

Duration

$ 16414

Tuition

Humber’s Occupational Therapist Assistant/Physiotherapist Assistant (OTA/PTA) diploma program was the first in Ontario to provide formal educational preparation for occupational therapist assistants (OTAs) and physiotherapist assistants (PTAs) and continues to provide quality education. You will learn to assist in the implementation of rehabilitation treatment plans and programs developed to promote clients’ independence, activities and function. Areas of focus include restoring and maximizing physical function and occupational performance, ultimately enabling clients to effectively utilize their abilities in movement, daily functioning and activity while promoting overall well-being.

Practise your skills and acquire hands-on experience during over 600 hours (16 weeks) of unpaid work placements. These placements are arranged by the program fieldwork placement advisor during Semester 2, Semester 3 and Semester 4. You will have the opportunity to be exposed to leading-edge therapeutic skills, equipment and health-care facilities. This program offers the privilege of participating in clinical placements in occupational therapy and physiotherapy at some of the top teaching hospitals in Canada.

There are many reasons why a person may require occupational therapy and/or physiotherapy rehabilitation services. In addition to health and wellness promotion, individuals may require assistance returning to their activities of daily living and regular work due to falls, motor vehicle accidents,  sports injuries, spinal cord injuries, stroke, mental health conditions and chronic illnesses such as cystic fibrosis and diabetes. If you relish the challenges of creative problem solving and critical thinking; have good physical health; and enjoy meeting people while wishing to work with those who are physically, developmentally, and/or emotionally challenged, a career as an OTA/PTA is for you. You will have the opportunity to work in a variety of environments such as acute care and community hospitals, rehabilitation facilities, long-term care facilities, private practice, and retail.

Work Placement
Practise your skills and acquire hands-on experience during over 500 hours of unpaid work placements. These placements are arranged by the program fieldwork placement advisor during Semester 2, 3 and 4.

You will have the opportunity to be exposed to leading-edge therapeutic skills, equipment and health-care facilities. This program offers the privilege of participating in clinical placements in occupational therapy and physiotherapy at some of the top teaching hospitals in Canada.

24 month

Duration

$ 16414

Tuition

Health Sciences, Nursing and Emergency Services

Diploma in Practical Nursing

Humber’s Practical Nursing diploma program provides the skills and knowledge needed to become a registered practical nurse (RPN). You will develop, practise and refine your skills in our state-of-the-art clinical simulation, computer and bioscience labs with direct clinical practice and simulated laboratory experiences. Humber is a leading-edge facility in every respect. This program has been awarded the highest rating for accreditation - a testament to its excellence. Practice and learn in our bioscience and health science laboratories – including clinical simulation labs that provide hands-on learning in a controlled environment. Continuous placement in a range of clinical settings enhances your ability to apply in-classroom education to real-life situations.

You will participate in a total of 1,035 hours of unpaid clinical placements over the course of the program which take place over each semester and give you valuable hands-on experience. The school arranges and communicates with all placements. Throughout the first year of the program, you will participate in a unique community-service learning placement in a variety of community settings. In Semester 2, you will work in a long-term care setting, while Semester 3 takes place in rehabilitation, complex or acute-care settings. In Semester 2 and 3, you will also participate in clinical simulation and/or Stilwell (a virtual learning community designed to represent a typical Canadian neighbourhood). In Semester 4, you will complete a preceptored (one-on-one placement alongside a registered practical nurse) pre-graduate clinical practice.

According to Human Resources and Skills Development Canada, nursing is seen as a highgrowth career option with more than 14,000 openings projected annually until at least 2020. As a graduate of our program, you will be able to work in various health-care settings including acute-care hospitals, long-term care, rehabilitation services, community services, psychiatry, homes for the aging, public health units, community nursing agencies, clinics, private practices, schools and child-care centres. Many of our graduates go on to complete postgraduate advanced-skills education used in specialty disciplines such as surgery, dialysis, cardiology and emergency.

24 month

Duration

$ 16414

Tuition

Creative Arts & Design

Diploma in Interior Decorating

Humber’s Interior Decorating diploma program combines essential creative and practical elements with insights into current design trends.

  • Cultivate your creative abilities using the principles and elements of design.
  • Hone your artistic talent and develop your professional skills to launch your career.
  • Learn how to design, plan, detail and create unique spatial concepts for residential environments as an interior decorator.
  • Explore and ideate clients’ needs and passions, then use them to transform their living/work space.
  • Discover and implement unique trends for kitchen and bath solutions

You will learn from practising professional experts in our design studios. The studio curriculum provides hands-on experience and training using market-specific materials and trends. Guest speakers, trade shows, field trips and out-of-country adventure opportunities await you. Using the latest in technology software programs, you will explore the world of design and discover furniture, finishes, textiles, objects d’art and essential elements that evolve into unique and extraordinary living spaces.

Our program will complement your creative and technical expertise with essential business training in how to run your own enterprise and manage your own projects. You will learn how to understand specifications and how to communicate design ideas effectively to a real client. Round out your interior decorating education with instruction in mechanical, electrical, plumbing services and building methods including residential finishes, computer drafting, sketching interiors and digital communications.

The interior decorating program offers an optional work placement to all students who choose to enrol in this opportunity. The work placement requirement is a minimum of 240 hours, following Semester 2. Students who enrol in January have a slightly modified option to gain the mandatory hours.

Interior decorators work with clients and consult on programming through to installation phases. Components selection encompasses style, colour schemes, space plan layouts, elevations perspective sketches, lighting, furniture, floor finishes, wall finishes, kitchen and bathroom design, accessories, and many more details. Interior decorators can provide conceptual sketches, computer-aided design and drafting (CADD), generated working drawings, and other design-related essentials to their clients including product specification, as well as cost estimates. Decorators can also choose from other career avenues including window display, event planning, décor magazines, television work, home staging and much more. Humber graduates have gone on to become interior decorating magazine editors-in-chief, featured magazine interior decorators, TV personalities with their own show, guest TV decorators, newspaper feature article leaders, interior decorating business owners, event planners, managers of decorating retail stores, design consultants and buyers to name but a few.

24 month

Duration

$ 17608

Tuition

Humber’s Business Administration – Accounting advanced diploma program covers a number of areas including accounting theory, procedures and best practices. Detailed instruction is provided in bookkeeping, auditing, taxation, business law, information systems, finance and management. You’ll gain hands-on experience in industry-standard software such as Profile (personal and corporate tax), Access, Excel, SAGE 50 Accounting (formerly known as Simply Accounting) and Accpac Plus in our Accounting Centre. Learn the inner workings of the accounting field from expert faculty who will teach you key concepts in accounting and taxation related to buying, selling, financing and investing transactions.

36 month

Duration

$ 16394

Tuition

Humber’s Computer Programming and Analysis advanced diploma program is designed to prepare you for a wide variety of employment opportunities within the dynamic and ever-growing field of computer programming, software and web development and analysis.  

In addition to learning programming skills in a variety of languages, from Java and ASP.NET to PHP, Python and mobile programming (Android and iOS), the courses are designed to give students a solid foundation in theory and practice in web development and design, Oracle database management and administration, project management, technical writing, and all facets of information systems. This program also gives students the opportunity to study specialized topics such as AI (Artificial Intelligence), machine learning, data analytics, cloud computing, IT security and big data. 

Students also learn about the standards of planning, developing, testing and deploying integrated software solutions. In addition to building collaborative and teamwork soft skills, this program prepares students for today's competitive job market. 

Graduates of this program are prepared to analyze business requirements and justify solutions for the improvement or automation of organizational and individual workflow. From developing and testing computer programs to ensuring secure implementation of integrated solutions, graduates of this program will be equipped with the up-to-date skills and knowledge to succeed in a broad range of employment settings, in a variety of sectors, and in both large and small organizations. 

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 3 and 4, 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

$ 16394

Tuition

Humber’s Computer Engineering Technology advanced diploma program trains you to develop and design the cutting-edge technologies that propel most businesses and governments around the world.

You will be taught by industry experts, in small classes, skills in hardware and software, electronics and networking, plus a variety of systems. As well, you will learn to upgrade and incorporate new technological advances into existing systems.

The curriculum is designed with industry collaboration, ensuring you are learning the skills that companies require. The program features courses in programming; electronics; networks set up and programming; Linux/Ubuntu installation and configuration; and the network services that lay the groundwork to build software skills and expertise in data communications, networking and security. You’ll develop, install and operate computer embedded and network systems; work on various network protocols and microcontrollers; and learn to refine and develop current applications.

In your final year, you will focus on integrating all your skills by examining the inner workings of networks using different application programming interfaces (APIs) to build network applications, comparing different computer architectures and completing a major project using an embedded system.

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. The current Work Placement Program will continue for the students who started the program before Fall 2019.

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 3 and 4, 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

$ 16394

Tuition

Creative Arts & Design

Certificate in Design Foundation

Humber’s Design Foundation certificate program provides you with the skills to focus your creativity as you begin a career in design.  If you have a clear interest in visual art and design, but want to upgrade or build your portfolio of work, or explore various design disciplines while considering your future career, this is the program for you. With a deep scope of experience in a variety of design facets, our faculty provides you with an industry-current perspective of your work while offering you a broad based preparatory design education. You will develop design skills, techniques and processes; and learn about various professional career choices while developing and refining your comprehensive portfolio. Your training is led by professional designers from a variety of disciplines in a curriculum that features courses in:

  • 1, 2 and 3-Point perspective drawing
  • 2D and 3D principles
  • Colour theory
  • Interior design
  • Industrial design
  • Graphic design
  • Design software such as Photoshop, Illustrator and AutoCAD

You will also work in professional-quality labs, developing skills that will give you the hands-on experience employers want.

Designers influence the development of products, the packages they come in and the marketing materials used to promote them. We also rely on designers to plan all types of buildings and to create inviting spaces within them.In Toronto’s vibrant creative sector, the demand for talented and skilled designers is strong. Your generalized training in the many aspects of design may be an effective launching pad to more specialized design study in various fields including industrial design, interior design, interior decorating, graphic design, architecture, civil engineering or building technology.

12 month

Duration

$ 16394

Tuition

Humber's 3D Modelling and Visual Effects Production certificate program focuses on both the conceptual and the technical, as you learn to master visual techniques to bring ideas to life. You will develop skills in modelling, texturing and lighting, as well as in visual effects, compositing and digital cinematography. We employ a teaching process and course structure that requires content created in one course to be used to complete assignments in other courses. This “pipeline” process mirrors that of industry, allowing students to make a seamless transition into a real production environment.

The program is designed by artists for experienced traditional artists and animators who want to either develop or transition their skill sets for employment in the 3D and visual effects industries. The faculty take their years of industry experience into the classroom, straight from the studio. Their collective experience and passion in the gaming, television and film industries is the driving force that ensures the program meets the current and future needs of the industry.

January intake scheduling: students will benefit from our streamlined flexible schedule, allowing them to work their day jobs while they study for their dream jobs. Our schedule will have students on campus and in classes on evenings and weekends. Students will study in our state-of-the-art labs equipped with Cintiq tablets and the latest tools and software.

The Humber Advantage

  • Program Benefits:
    • Flexibility for industry professionals looking to develop new skills
    • Approved for second career candidates
    • Course curriculum taught and designed by industry professionals
    • Teaching process and course structure follows a “pipelines process,” mirroring the realities of a real-world production environment
  • Our program allows you to:
    • Manage work, family and study in a flexible schedule
    • Work your day job as you learn during evenings and Saturdays
    • Expand your career possibilities by learning new skills
    • Finance your education as you study
    • Bring your ideas to life
  • Skills You'll Develop
    • Modelling
    • Texturing
    • Lighting
    • Visual effects
    • Compositing
    • Digital cinematography

12 month

Duration

$ 11036

Tuition

Hospitality, Tourism, Wellness Leisure & Sports

Advanced Diploma in Sport Management

Humber’s Sport Management advanced diploma program prepares you to manage the business of sport. You will develop a thorough knowledge of the structure and functionality of the Canadian sport industry including specific responsibilities and governance structure of organizations; rules and regulations governing sport; coaching standards; tournament hosting and scheduling; and sport sponsorship development. You will also learn the practical, organizational, business, human resources and administrative skills needed to pursue a career in the industry.

A three-day leadership camp at the OELC (Ontario Educational Leadership Centre) helps build communication and leadership skills while guest speakers, practical training and field trips provide added benefits in preparing you for the workplace.

Courses are designed with industry collaboration, ensuring the program is current and relevant. You will learn from full-time professors, managers and directors of sport organizations. Classes are diverse and include guest speakers from organizations such as Maple Leafs Sports & Entertainment, Tennis Canada, the Ontario Basketball Association and various games organizing committees. The program also includes field trips and practical training.

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

  • Assess the socio-cultural parameters that influence sport.
  • Identify and work within legal, ethical and moral issues related to sport.
  • Complete all work within the governance of agencies, authorities, organizational structure, and functions of governing bodies.
  • Provide leadership in a variety of settings.
  • Apply, analyze and communicate concepts of sport management.
  • Articulate and track changes in marketing concepts, the uniqueness of sport marketing, and sport consumerism.
  • Use appropriate information technology including a variety of software programs relevant to the business world.
  • Apply, analyze and communicate accounting, economics and finance concepts pertinent to the operation of any organization.
  • Apply knowledge of the HR function to the operation of a sport organization.
  • Develop customer service strategies to meet the needs of internal and external customers.
  • Plan, design and deliver sport and recreation programs.

Work Placement

  • Our program includes two work placements in Semesters 5 and 6. Placements occur across industry sectors including professional sport associations, community and amateur sport governing bodies, and private sector sport organizations. These placements provide valuable experience and industry contacts.

36 month

Duration

$ 16414

Tuition

View All Courses by Humber College North Campus, Canada

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