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Neural Network Game

This is a presentation / activity presented at AAAI/AI4k12 2019 on teaching about neural networks through a participatory simulation.

Cover page for CS in Science Module 3 Instructor's Manual

CS in Science Module 3: Ecosystems as Complex Systems (for StarLogo Nova 2.0)

This Life Science module begins with an exploration of a simple predator-prey model to consider who eats whom—and what happens when one population grows faster than another. Students develop their own model of a local ecosystem and learn about ecosystem dynamics, producers and consumers, and interdependent relationships within an ecosystem. This module has been updated for StarLogo Nova 2.0 (HTML5/JavaScript version, updated 2017).

CS in Science: Module 1: Intro and Epidemiology slide presentation

A slide presentation for CS in Science Module 1. Teachers can download and modify this for classroom use. Be sure to click on the desired link below, as different versions of the slide presentations correspond to StarLogo Nova 1.0 (flash version) and StarLogo Nova 2.0 (HTML5/JavaScript version).

CS in Science Module 3: Ecosystems slide presentation

These are slide presentations for CS in Science Module 3: Ecosystems. Teachers can download and modify these slides for classroom use. Be sure to select the desired link below, for StarLogo Nova 1.0 (flash version) or StarLogo Nova 2.0 (HTML5/JavaScript version).

CS in Science Module 4: Chemistry slide presentation

These are slide presentationsfor CS in Science Module 4: Chemical Reactions. Teachers can download and modify this presentation for classroom use. Be sure to select the correct link below, for StarLogo Nova 1.0 (flash version) or StarLogo Nova 2.0 (HTML5/JavaScript version).

CS in Science Module 2: Water Resources slide presentation

These slide presentations are for CS in Science Module 2: Water Resources. Please be sure to use the relevant link below, for either StarLogo Nova 1.0 (flash version) or StarLogo Nova 2.0. Also, note there is a different presentation for CS in Science Module 2: Climate Change. Teachers can download and modify these slides for classroom use.

CS in Science Module 5: Greenhouse Gases slide presentation

This slide presentation can be used for CS in Science Module 5: Greenhouse Gases. Teachers can download and modify this presentation for classroom use. Also note that this presentation was specifically developed for use in a module exploring climate change and water, but the first several slides include good general information.

CS in Science Module 4: Chemical Reactions (for StarLogo Nova 2.0)

This Physical Science module explores chemical reactions: the conditions under which they occur, the evidence that a chemical reaction has taken place, limiting reactants versus reactants in excess, and when chemical reactions stop. The base model for this unit simulates the chemical reaction between silver nitrate and copper. The pacing guide and models have been updated for StarLogo Nova 2.0 (HTML5/JavaScript version).

CS in Science Module 2: Shared Water Resources (StarLogo Nova 2.0)

In this Earth Science module, students will investigate the importance of ground water and the impacts of water usage on aquifer levels. They will also explore how to model important parts of the water cycle, including evaporation and infiltration of water into different types of soils to recharge the aquifers. This updated resource corresponds to StarLogo Nova 2.0 (HTML5/JavaScript version), a modeling and simulation environment developed at the Massachusetts Institute of Technology.

Screen shot of greenhouse gasses model in StarLogo Nova

CS in Science Module 5: Greenhouse Gases

This Earth Science module explores greenhouse gases and climate change. The global climate system is presented as a complex system with feedback loops and interconnected processes. The goal is to clarify what is known, what scientists believe is happening and how climate change impacts our environment and species. Students use, modify, and customize an agent-based model of the build-up of greenhouse gases and its impact on the climate. This is an alternative to the Module 2: Water Resources

Investigating Fairness in Machine Learning Applications

This is a mini-AI curriculum developed for a CSTA conference workshop.

CS in Science Module 1: Introduction to Computer Modeling and Simulation (StarLogo Nova 2.0)

Module 1 introduces basic concepts in modeling complex systems through hands-on activities and participatory simulations. A scaffolded series of highly-engaging design and build activities guide students through developing their first computer model in StarLogo Nova 2.0, a modeling and simulation environment developed at the Massachusetts Institute of Technology.

Module 1 Lesson 1 - Introduction to Complex Adaptive Systems and Computer Modeling and Simulation

The introductory lesson in Module 1, consisting of two activities. In the 1st activity, students will do a participatory simulation called "Turn & Walk" that will expose them to the characteristics of complex adaptive systems. In the 2nd activity, students will be led “under the hood” and get an overview of some of the parts of a computer model.

Module 1 Lesson 2 - Introduction to StarLogo Nova and Building Flower Turtles

In this lesson students will participate in two activities. The first activity is a guided introduction to the StarLogo Nova simulation environment. In the second activity, students will learn a few simple commands and then create their first computer program. Students will progress from single turtle explorations to instructing many turtles to follow their commands in parallel.

Module 1 Lesson 3 - Conditionals with Trailblazer and Bumper Turtles

In this lesson students will participate in two activities. In the first they will
learn about conditionals, logic, and Boolean expressions as they guide an
agent through a puzzle. They also consider the best path / solution and the degree of universality of their solution. In the second activity, students will learn a few simple commands and then starting with a basic project, implement a Bumper Turtles program in which agents respond to their environment.

Module 1 Lesson 4 - Probability with Dice and Data and Colliding Turtles

In this lesson students will participate in two activities. In the first activity, students will learn about probability, how it is implemented in StarLogo Nova, and use probability to implement chance behavior in agent movement. In the second activity, students will create a Colliding Turtles project in which turtles react to other turtles upon collision. The wrap-up discussion covers what probability is used for in computer modeling and simulation.

Module 1 Lesson 5 - Modeling the Spread of Disease

In this lesson students will convert their Colliding Turtles model into a simple Epidemic model by adding slider widgets for transmission rate and recovery rate. The Contagion model represents a very simplified version of an epidemic or spread of a disease. Two variables will be created: transmission rate and recovery rate. Students will later use this model to run experiments to determine if disease will spread throughout a virtual population in different scenarios.

Module 1 Lesson 6 - Adding Instrumentation to your Model and Running Experiments

In this lesson students will add instrumentation to their model so they can collect quantitative data on the spread of disease. Students will use this model to run experiments to determine if disease will spread throughout a
virtual population under different initial conditions and different scenarios.

Module 2 Lesson 1 - Introduction to Water as a Shared Resource

In this lesson students will engage in discussion about water resources and group decision making, stimulated by a video and a participatory simulation that serve to highlight group decision-making dynamics. The video will serve to get students thinking about water resources and the difficulties some people their age face in obtaining safe drinking water. The two activities will provide background on how communities make decisions, especially when dealing with a shared resource like water.

LC Cohort 2 Spring workshop

These are the slides from the March 10, 2018 workshop for Cohort 2

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