Machine Learning
About the Program
Develop key skills that match the technical needs of the AI industries with LaSalle College Montréal's Machine Learning program (ACS).
Gain all the tools you need to get a job in the field of machine learning. Apply your knowledge to a variety of sectors, including FinTech, cybersecurity, aeronautics, and retail.
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Learning Outcomes
- Research and select relevant information.
- Explore and configure data and apply algorithms.
- Apply machine learning models and algorithm tools.
- Apply decision-making tools and problem-solving skills to various contextual case studies.
- Perform accurate forecasting and analysis.
- Extract results and solve problems to deliver value to the business.
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Profile
Successful Machine Learning and Artificial Intelligence Technicians have a unique combination of skills, including:
Programming Skills
Proficiency in languages like Python, and R for developing AI models.Statistical Analysis
Ability to interpret data trends and patterns.Machine Learning Techniques
Knowledge of algorithms and their application.Problem-Solving
Creative thinking to design solutions for complex issues.
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Career Prospects
Montréal has become a global hub for artificial intelligence (AI) research and innovation, according to Montréal International. The city has developed cutting-edge expertise, and several global leaders, including Mila, Google, and Facebook, have research labs in the Montréal AI ecosystem.
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Career Fields
- Intelligent Systems Integrator,
- Programmer Specializing in Machine Learning and/or Artificial Intelligence,
- Programmer-Analyst in Machine Learning,
- Data Scientist,
- Specialist in Artificial Intelligence Techniques,
- Machine Learning/Artificial Intelligence Technician,
- Learning Systems/Megadata Technician.
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Diploma & Accreditation
This Attestation of College Studies (ACS) is approved by the ministère de l'Enseignement supérieur of Québec and is internationally recognized.
ACS programs are part of continuing education and destined primarily for adults seeking to add value to their skill set or reorient their career.
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Required Materials
A laptop computer is mandatory for study in this program. This laptop must be equipped with the Windows operating system to work with all software.
Mentors may request other standard or student-licensed software mandatory for their courses to be installed.
The following features are required for computers:
- Processor: Intel I5 or AMD A8 with VT-X virtualization support,
- Memory: 8 GB minimum,
- Hard drive: 500 GB minimum,
- Screen: 14 inches minimum,
- Connectivity: USB 3.0, Wi-Fi, and NIC LAN.
You will need a USB-RJ45 adapter if the laptop does not contain a network port.
Mandatory software: Office suite.
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Admissions Criteria
Exceptions to these admission criteria may be applied.
Every application is reviewed by the College.
To be eligible for acceptance into an ACS program, applicants are generally required to meet one of the following criteria:
Have obtained a Diploma of College Studies (DCS) or equivalent in computer science; and
Have interrupted their full-time studies for at least two (2) consecutive semesters or one (1) full school year; or
Have followed post-secondary studies for a period of at least one (1) year; or
Have a Secondary School Diploma (DES) or a Diploma of Vocational Studies (DVS), and the program allows them to receive a technical training that is not available in a DCS program; or
Have an equivalent education or an instruction deemed sufficient and meet the admission criteria set for college studies.
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Academic Dates
LaSalle College has three annual start dates: fall, winter, and summer.
We accept applications at any time. Registration is open year-round.
Processing time:
- Canadian applicants: up to two weeks,
- International applicants: up to six months.
Submit your application as soon as possible to ensure a spot in your desired semester.
Note that applications are not processed until all required, validated documents and admission fees are received.
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List of Courses
ACS programs are based on DCS program curricula, but do not have general education courses like French, English, or Philosophy.
Concentration Courses
- Creativity, innovation and critical thinking (45h)
- Introduction to artificial intelligence (60h)
- Calculus (60h)
- Probability and statistics (45h)
- Algorithms (60h)
- Applied machine learning (75h)
- Advanced data management (75h)
- Machine learning and neural networks (60h)
- Research, ethics, profession and artificial intelligence (75h)
- Applied machine learning II (75h)
- Convolutional neural networks for visual recognition (90h)
- Recurrent neural network (75h)
- Industrial applications (45h)
* The College reserves the right to substitute some courses.
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Tuition & Aid
LaSalle College programs qualify for the Loans and Bursaries Programs offered by the ministère de l'Enseignement supérieur du Québec, and for several other types of loans and bursaries.
