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Course Description

Machine Learning Foundation

In this micro-credential course, students will learn about Python commands to create programs that use loops and conditions. Students will be introduced to Python libraries for data analysis, and build a classification-based machine learning application.

This course is delivered in collaboration with RoboGarden.

Course Details

By completion of this micro-credential course, students will be able to:

  • Write a Python app
  • Analyze and visualize dataset using Python libraries
  • Build classification-based machine learning application
  • Write an app to distinguish between objects

This micro-credential course is ideal for:

  • Individuals who are interested in exploring a career in artificial intelligence and data science

Topics

  • Introduction to Python
  • Introduction to Data Analysis
  • Classification in Machine Learning

Format of Delivery

Self-paced (Online Asynchronous), with two 1.5-hour live sessions with instructor. The learning platform is powered by RoboGarden.

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Enrol Now - Select a section to enrol in
Type
Online Hybrid
Dates
Feb 01, 2024 to Feb 29, 2024
Hours
12.0
Delivery Options
Online Hybrid  
Course Fees
Fee Before GST non-credit $199.00
Required Software
Jupyter notebook GitHub
Section Notes

Live Sessions on 1st and 3rd Thursdays:

  • Feb 1, 2024 
  • Feb 15, 2024 

Hardware requirements:

  • A stable internet connection
  • An operating system (Windows, Mac, or Linux) with a minimum of:
    • Four (4) GB of RAM (eight (8) GB of RAM is recommended)
    • An Intel i5 5th generation processor or AMD equivalent

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least seven calendar days prior to the start date of the course.

Type
Online Hybrid
Dates
May 02, 2024 to May 30, 2024
Hours
12.0
Delivery Options
Online Hybrid  
Course Fees
Fee Before GST non-credit $199.00
Required Software
Jupyter notebook GitHub
Section Notes

Live Sessions on 1st and 3rd Thursdays:

  • May 2, 2024 
  • May 16, 2024 

Hardware requirements:

  • A stable internet connection
  • An operating system (Windows, Mac, or Linux) with a minimum of:
    • Four (4) GB of RAM (eight (8) GB of RAM is recommended)
    • An Intel i5 5th generation processor or AMD equivalent

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least seven calendar days prior to the start date of the course.

Type
Online Hybrid
Dates
Jul 04, 2024 to Aug 01, 2024
Hours
12.0
Delivery Options
Online Hybrid  
Course Fees
Fee Before GST non-credit $199.00
Required Software
Jupyter notebook GitHub
Section Notes

Live Sessions on 1st and 3rd Thursdays:

  • July 4, 2024 
  • July 18, 2024 

Hardware requirements:

  • A stable internet connection
  • An operating system (Windows, Mac, or Linux) with a minimum of:
    • Four (4) GB of RAM (eight (8) GB of RAM is recommended)
    • An Intel i5 5th generation processor or AMD equivalent

Unless otherwise stated, notice of withdrawal or transfer from a course must be received at least seven calendar days prior to the start date of the course.

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