Course Description

This is a self-paced independent learning course  focuses on developing machine learning models using visual approach (non-programming) using an open-source tool. 

Course Topics

1. Introduction to AI and Machine Learning
   

2. Introduction to Orange tool

3. Creating classification models
   

4. Creating regression models

Learning Outcomes

Upon successful completion of this course, participants will be able to:

• Describe the meaning of machine learning and its components

• Create machine learning classifier using visual approach

• Create machine learning regressor using visual approach 

• Evaluate the performance of machine learning models using appropriate evaluation metrics

Course Prerequisites

Course Assessment

Assessment for this course is based on four (4) online multiple-choice quizzes. Participants must complete and pass these quizzes to demonstrate understanding of the course content.