Introduction to Machine Learning
Lesson Details
How is machine learning similar to human learning? How does machine learning cycle work? Making ML models using the image in Teachable Machine. Use of ML models in PictoBlox to make ML projects.
Activities:
- Making a cat vs dog classifier
Curriculum:
Artificial Intelligence for Kids
Classroom Bundle Used: Computer/Laptop
Prerequisites:
None
Download Resources
Lesson Overview
In this lesson students will learn:
- Machine learning
- Teachable machines
- Training data & ML models
- ML in PictoBlox
Key Learning Outcomes
At the end of the lesson, you will be able to:
- Understand how machine learning similar is to human learning.
- Understand how does machine learning cycle work.
- Make ML models using images in Teachable Machine.
- Use ML models in PictoBlox to make ML projects.
- Make an ML model that classifies an image as a cat or a dog.
Material Required
1 set of the following material per group of 3-5 students:
| Component | Image | Quantity | Available in Bundle |
|---|---|---|---|
| PictoBlox |  |
Installed on Computer/Laptop |
Lesson Outline
Understanding Human Learning Process - 15 minutes
How Machine Learn - 10 minutes
Introduction to Teachable Machines - 10 minutes
Cat vs Dog: Training Data for ML - 15 minutes
Cat vs Dog: Training the model - 10 minutes
Cat vs Dog: Image Classifier in PictoBlox - 40 minutes
Application of Machine Learning - 20 minutes
