Classifier Lessons

Welcome to research-based teaching material that will help you and your students learn about development of AI systems and their ethical pitfalls. Students get to train a classifier and create an AI app concept without coding experience.


The teaching material is divided into three different parts:

  • Lessons 1-2: Basics and Planning
  • Lessons 3-4: Project work
  • Lesson 5-6: Sharing and reflecting

The material package includes the following applications and worksheets:

  • Generation AI Teachable Machine: https://tm.gen-ai.fi/
  • Videos and educational material
  • Assignment forms (doc format)
Classifier Lessons 1-2

Classifier Lessons 1-2

Lessons 1-2

Learning basics and planning.

Classifier Lessons 3-4

Classifier Lessons 3-4

Lessons 3-4

Classifier projects.

Classifier Lessons 5-6

Classifier Lessons 5-6

Lessons 5-6

Sharing and reflecting.