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Module 2 Lesson 2 - Math Basics for Modeling and the Water Pumping Base Model

In this lesson, students will become familiar with the Water Pumping base model. Students will (1) review math basics necessary for understanding the model, (2) decode the base model, run simple experiments, make observations, and identify complex systems characteristic of the model (3) add an evaporation slider and run an experiment, using the slider, and (4) finally, be asked to think of ways to improve the model, based on what they know about the hydrologic cycle and water as a resource.

Massachusetts Institute of Technology video - image of birds flocking

Complex Adaptive Systems Modeling Video

This short video (3:13 minutes) introduces complex adaptive systems and agent-based modeling concepts to middle-school students. It shows beautiful footage of birds flocking as an example of a complex adaptive system.

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.

The Greenhouse Effect

A short video on the basics of the greenhouse effect, used in CS in Science, Module 2 (Greenhouse gas model).

Beaker with silver nitrate solution and copper pipe

Silver Nitrate Production video

A short video showing "Silver Production from Silver Nitrate using a Copper Pipe" - used if wet lab activity not available for CS in Science Module 4 (Chemical Reactions)

Pair Programming video

This short video (2:51 minutes) features two middle school girls describing and practicing pair programming. It is a great introduction to this method of learning programming and creating models.

Sample rubric for ecosystem module

This rubric was previously posted on the Code.org site and many teachers have found it to be helpful. You can save a copy and modify as fits your curriculum.

Neural Network Game

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

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.

Investigating Fairness in Machine Learning Applications

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

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).

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