Extended Education

Developing Machine Learning Solutions (EEAS 0124)

Projects that involve machine learning (ML) need to consider more factors than traditional software development projects. Participants will learn the major stages of ML product development (e.g., data collection, data preparation, development, model construction, model deployment, and model evaluation) and the different roles and skills required at each stage. Participants will also explore how AI is transforming business, the economy, and society as a whole, and the professional opportunities that may result.

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    Course length

    24 contact hours

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    Format

    Online

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    Course fees

    $550
    Pricing subject to change without notice

Course details

Learning outcomes

Upon completion of this course, you should be able to:

  • understand product development methodologies and apply them to ML projects
  • investigate how design thinking and an Agile mindset can accelerate ML projects in real-world contexts
  • understand the end-to-end process of building ML models by posing the right questions to create an effective software development life cycle 
  • explore how AI can reshape business, economies, and society as a whole, as well as conceive of implications and opportunities that could result in such dramatic change
  • investigate the professional opportunities that may result from AI’s transformation of businesses, the economy, and society as a whole 

Schedule information

 

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Contact us

Extended Education
185 Extended Education Complex
University of Manitoba (Fort Garry campus)
Winnipeg, MB R3T 2N2 Canada

extended@umanitoba.ca
204-474-8800
Toll free: 1-888-216-7011