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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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Type
Online Hybrid
Dates
Sep 05, 2024 to Oct 05, 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.

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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