Machine Learning Algorithms and Frameworks, Short Course | Part time online | University of Manitoba | Canada
Studyportals
Short Online

Machine Learning Algorithms and Frameworks

42 days
Duration
800 CAD/full
800 CAD/full
Unknown
Tuition fee
Anytime
Unknown
Apply date
Unknown
Start date

About

Students will receive an introduction to common machine learning (ML) algorithms and how each supports different learning types in AI fields in this Machine Learning Algorithms and Frameworks course from University of Manitoba.

Overview

Program Learning Outcomes

Upon completion of this Machine Learning Algorithms and Frameworks course from University of Manitoba, you should be able to:

  • compare several ML algorithms and justify their use in solving various problems
  • apply heuristic derivation, dimensionality reduction, and gradient boosting algorithms
  • attribute clustering and classification to various problems 
  • understand various ML engines and frameworks and how to apply the most appropriate one(s) for a given situation

Programme Structure

The course focuses on:

  • ML frameworks
  • ML algorithms
  • Understanding of commonly available frameworks and engines used to design, implement, test, and deploy ML solutions

Key information

Duration

  • Part-time
    • 42 days

Start dates & application deadlines

Language

English

Credits

3 alternative credits

Delivered

Online

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • Grade 12 diploma or equivalent, or mature student status. If primary language is not English, proof of English proficiency is required.

Tuition Fee

To always see correct tuition fees
  • International

    800 CAD/full
    Tuition Fee
    Based on the tuition of 800 CAD for the full programme during 42 days.
  • National

    800 CAD/full
    Tuition Fee
    Based on the tuition of 800 CAD for the full programme during 42 days.

Funding

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Machine Learning Algorithms and Frameworks
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