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Introduction to AI for High School

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Lesson 2.3 Unsupervised Learning

Description

In this lesson, students will explore and engage with the unsupervised learning method of machine learning. They will get a chance to act as a computer and will explore 3 different Google Experiments to explore how unsupervised learning can be used to categorize large amounts of data.

Objective

Students will be able to:

  • explain how unsupervised learning is used to train an AI model
  • explain the benefits of using an unsupervised learning method

Activities

These are all the activities included in the lesson

2.3.1 Unsupervised Learning
2.3.2 Categorize These Shapes
2.3.3 Categorize These Shapes Reflection
2.3.4 The Infinite Drum Machine
2.3.5 t-SNE Map of Artwork
2.3.6 Bird Sounds