Living and Working with
Artificial Intelligence 

2023-2024 Curriculum

Unit 3 - Machine Learning & Automated Decision Making [2023-2024] (Google Drive Folder)

Unit 3: Overview (23-24)
AI4GA Learning Objectives - Updated 8.23.2022

Module 3.1 - How do Computers Make Decisions?

Module 3.1 -How do Computers Make Decisions?


Student 3.1 Slides: How Computers Make Decisions (23-24)

Module Activities to Complete

Copy of Activity Sheet 3.1: Name The Reasoner

Module 3.2 - How Can a Computer Learn To Classify Objects?

Module 3.2 - How Can a Computer Learn to Classify Objects?




(NEED to be revised) Module 3.2 - How can a computer learn to classify objects from examples? - Pastaland

Module Activities to Complete

*Copy of Activity Sheet 3.2a Pasta Feature Space

Module 3.3, Part A - How do we Train a Computer to Make Decisions?

Module 3.3, Part A - How do we Train a Computer to Make Decisions?



Accelerated Assignments





Module 3.3 - Learning Decision Trees (23-24)

Module Activities to Complete

*Activity Sheet 3.3a - Learning Decision Trees

Module 3.3, Part B - How do we Train a Computer to Make Decisions?

Module 3.3, Part B - How do we Train a Computer to Make Decisions?



Accelerated Assignments





Module 3.3b - Decision Trees and Machine Learning (Activity 2: Safe or Posionous) (23-24)

Module Activities to Complete

Module 3.3b - Decision Trees and Machine Learning

Module 3.4 - Machine Learning with Datasets

Module 3.4 - Machine Learning with Datasets




Module 3.4 -Machine Learning with datasets (23-24)

Module Activities to Complete

1.  AI Lab Activity 


Module 3.5, Part A - Neural Networks

Module 3.5, Part A - Neural Networks



Module 3.5 - Neural Networks - Student Activity Deck

Module 3.5, Part B - How to Teach Neuron Sandbox in Middle School

Module 3.5, Part B - How to Teach Neuron Sandbox in Middle School



How to Teach Neuron Sandbox In Middle School

Student Worksheets

Neuron Sandbox Student Worksheet 1
Neuron Sandbox Student Worksheet 2

Teacher Resources

Neuron Sandbox Teacher Worksheet 1
Neuron Sandbox Teacher Worksheet 2

Module 3.6 - Case Study

Module 3.6 - Case Study


Accelerated Assignments

Copy of Module 3.7 - Case Study

Module 3.7 - Mini Project Overview


Module 3.7 - Mini Project




Copy of Module 3.8 - Mini-Project Overview

Module Activities to Complete

1.  Mini - Project 


End of Unit - Feedback

Student Feedback & Teacher Reflection