Workshop: Machine Learning with Orange I: Supervised Learning

Date:  31 Jan 2023 (Tue) & 7 Feb 2023 (Tue)

Time: 14:30 - 17:00

Venue: Online via MS Teams & On-site at Student Computer Centre M403

Target Audience: All Students

Medium of Instruction: English

Prerequisite:

N/A

Course Description:

• Learn how to use the user-friendly data mining GUI tool – Orange
• Use labelled datasets to classify data or predict outcomes with the help of machine learning models
• Learn machine learning with hands-on examples

Course Outline:

Lesson 1

• Introduction to Machine Learning
• Data Mining Process
• Logistics Regression

Lesson 2

• Linear Regression

• Support Vector Machines (SVM)

• Decision Tree