Workshop: Guided Example - Rapid Antigen Test (RAT) Result Identification with Python

Date: 15 Mar 2023 (Wed) & 22 Mar 2023 (Wed)

Time: 14:30 – 17:00

Target Audience: All Students

Venue: Online via MS Teams 

Pre-requisite:

• Basic programming knowledge in Python
• Basic machine learning knowledge
  
  

Medium of Instruction: English

 Course Description：

• A project-based workshop
• Use TensorFlow and Keras to train the machine learning model for RAT image classification
• Learn the basics of TensorFlow and Keras

Course Outline:

1. Lesson 1
   • Understand the problem
   • Prepare the dataset
   • Import dataset
   • Data visualization
     
     
2. Lesson 2
   • Select model
   • Visualize predictions
   • Model evaluation