Practical workshop for Machine Learning of using the Student HPC Platform

Date: 20 Feb 2024 (Tue)

Time: 14:30 - 17:00

Venue: M403 / Online via Zoom

Target Audience: All Students

Medium of Instruction: English

Pre-requisite

• Basic programming skills

What you will learn

• Case studies that illustrate the usage of the Student HPC Platform
• Get hands-on experience with various steps for using the Student HPC Platform

Course Outline:

1. Introduction of Student HPC Platform and web portal
2. Why use of Student HPC Platform
3. Machine Learning with Python - Prediction of cars prices (Regression)
4. Machine Learning with Python - Observe house prices fluctuation (Clustering)
5. Machine Learning with R - Classify ITS workshop outline documents into predefined categories