Practical workshop on Deep Learning with hands-on using Student HPC Platform

Date: 27 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 application of Deep Learning with image classification problem.
• Get hands-on experience using Python, TensorFlow and TensorBoard.

Course Outline

1. Introduction of Student HPC Platform and web portal
2. Why we use Student HPC Platform
3. Deep Learning with Python - Accurate Image Classification of MNIST Dataset using TensorFlow
4. TensorBoard - Analyze and optimize machine learning models
5. Deep Learning with Python - Rapid Antigen Test (RAT) result identification