Teaching Resources
This page is the complete compilation of materials needed to teach this curriculum, as well as additional resources for teachers. It is all on one page for ease of access.
Unit 0: What is AI?
| Topic | Required Links | Helpful Resources (for Teachers) |
|---|---|---|
| What is AI? • Examples of AI • Components of AI • Examples of AI | • Main Script • Main Slides • Explore AI Journal • AI Matching Game • AI or Not | |
| Algorithms as Opinions • Algorithms • What it means to be the "best" | • Main Script • Main Slides • Best PB&J Algorithm | |
| Ethical Matrix • Ethical Matrices • Stakeholders • Values • Algorithm Purposes | • Main Script • Main Slides • PB&J Ethical Matrix | |
| Decision Trees • Decision Trees • Classifying Data • Nodes • Leaves | • Main Script • Main Slides • PastaLand | |
| Investigating Bias • Bias in AI • Fairness • Bias in Common AI Technologies | • Main Script • Main Slides • Exploring AI Bias |
Unit 1: Supervised Machine Learning
| Topic | Required Links | Helpful Resources (for Teachers) |
|---|---|---|
| Introduction to Supervised Machine Learning • Datasets • Biased Datasets • Teachable Machines • Equal Representation • Components of AI • Application of AI • Algorithm • Scratch | • Main Script • Main Slides • Teachable Machines 1 • Teachable Machines 2 • Teachable Machines Recap • Teachable Machines Project | |
| Neural Networks • Neural Networks • Role of Nodes • Layers of Neural Networks | • Main Script • Main Slides • Neural Network Game | |
| Classifying AI vs. Generating AI • Classifier • Generator | • Main Script • Main Slides • Color Matching Game • Classifier or Generator Survey • Classifier or Generator |
Unit 2: GANS
Unit 3: AI + My Future
| Topic | Required Links | Helpful Resources (for Teachers) |
|---|---|---|
| Environmental Impact of AI • Computational Cost of AI • Environmental Cost of AI • Inequity in Access to AI | • Main Script • Main Slides | |
| Redesign YouTube • Recommender Systems • Ethical Matrix • Algorithm Goal • Datasets • Mitigating Bias | • Main Script • Main Slides | |
| Careers in AI • Expression through music and art • Identifying personality traits • Career Interests • Possible Career Goals • What STEM Is • STEM Jobs • Diversity in STEM • AI in Future Jobs • People Working with AI | • Main Script • Main Slides • Career Daydream Script • Soundtrack to My Life Script • Soundtrack to My Life Guide • Inventory of Me Script • Inventory of Me Worksheet • Planting the Seeds of STEM Jobs Script • Planting the Seeds of STEM Jobs Slides • AI's Impact on My Future Jobs Script • AI's Impact on My Future Jobs Slides • Personal Roadmap Assignment Slides • People in AI Fields Script • People in AI Fields Videos • Personal Roadmap to My Dream Jobs Script • Personal Roadmap to My Dream Jobs Guide |