Lesson: 17 - Machine Learning in Scratch GUI

Purpose : Students will learn Machine Learning through Scratch GUI and implement in their projects.

Materials Required

Computer / Laptop, Internet connection

Curriculum Content 7.1) Machine Learning for Kids (Website Link), Custom Model Training

Prior knowledge

Students will be able to create games, quizzes, stories, and other creative projects in Scratch.

Exercises

Exercise:1


  1. How can we create a login process for a machine learning website?

    2. Exercise:2


  2. How can we create and train a custom machine learning model and build an online GUI for it using Scratch 3.0?


Solutions


  • Click here to view the solution sb3 file for exercise-1

  • Click here to view the solution for 6th level in exercise-2


    • Teacher's Instruction
    1. Teachers should understand what machine learning is and be able to explain it clearly to students.
    2. Teachers should be familiar with the login process.
    3. Teachers should know how to add extensions and write the required code.