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

Workshop/ Training/ Webinar

  • Date

    15 - 22 Mar 2023

  • Organiser


  • Time

    14:30 - 17:00

  • Venue

    Online via MS Teams  


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

Time: 14:30 – 17:00

Target Audience: All Students

Venue: Online via MS Teams 


  • 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         



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