Teach Engineering
Computer Simulation of an Artificial Neural Network
Ready to learn about machine learning? Pupils explore neutral networks and machine learning by analyzing the logic used in a single perceptron model. They consider its weaknesses and then use a multi-layer perceptron model to run...
Computer Science Unplugged
Conversations with Computers—The Turing Test
Will the real computer please stand up? The premise of this activity is for the class to ask questions to a human and to a computer and to determine which is which. The class asks a given set of questions, and the person playing the role...
Computer Science Unplugged
The Poor Cartographer—Graph Coloring
Color the town red. Demonstrate the concept of graph theory with a task that involves determining the least number of colors needed to color a map so that neighboring countries are not represented by the same color. Pupils...
Curated OER
The BEAM Project: Building Efficient Architectural Models
Technology or engineering teams are given a task to design, construct, and test the efficiency of a structure that will foster an even temperature throughout an entire sunny day. Intended as a long-term project, pupils research, plan,...
Computer Science Unplugged
The Intelligent Piece of Paper
How smart is that piece of paper? The activity introduces the idea of computer programming as a list of instructions written by computer programmers. Two individuals play a game of Tic-Tac-Toe in which one follows the commands...
Curated OER
Housing Project
Find everything you need for a two-week home construction simulation project for your high school economics class. They come up with the plans for a custom home including the cost per square foot, interest rate, mortgage term, down...
Howard Hughes Medical Institute
The Making of the Fittest: Got Lactase? The Co-evolution of Genes and Culture
Got milk? Only two cultures have had it long enough to develop the tolerance of lactose as an adult. Learn how the responsible genes evolved along with the cultures that have been consuming milk. This rich film is supplied with a few...
Computer Science Unplugged
Ice Roads–Steiner Trees
As an introduction to Steiner Trees, class members are challenged to find the shortest paths to connect multiple points. The teacher introduces the problem by showing how to connect three points. Groups then go outside and construct a...
Computer Science Unplugged
Sharing Secrets—Information Hiding Protocols
Did you know that you can find the average age of a group of people without anyone having to real their age? This resource provides directions for way to do just that. After the activity, class members read a short passage...
Scholastic
Final Project: The Earth, Inside Earth
Follow in Jules Verne's footsteps and take a journey to the center of the earth! Middle schoolers work together to design a trip inside the earth using their knowledge from the previous lessons in the unit.
Computer Science Unplugged
The Chocolate Factory–Human Interface Design
What is this? What is it for? How does it work? Challenge the class to think about to how to design a new chocolate factory for the Oompa-Loompas to make it easy to use. The activity is the first of a three-part series on...
US Environmental Protection Agency
Types of Radiation
Learn about radiation, and what everyday items produce radiation, with a series of activities about heat transfer. Kids go over basic information about electromagnetic waves and ionizing radiation before performing several experiments...
Teach Engineering
Inside the DNA
Get your class to take a closer look at DNA. Pupils conduct research to determine the methods used by scientists to analyze the molecular structure of DNA. The class members investigate different types of molecular imaging along with gel...
Computer Science Unplugged
The Peruvian Coin Flip–Cryptographic Protocols
A digital flip. Introduce your classes to cryptographic protocols using and, or, and not gates. Groups create a complete circuit to convert a binary number into another one. This type of one-way function allows pupils to...
Science Buddies
Science Buddies: Getting More Out of Less : Google Hits and Search Terms
Google is the name of the most often used search engine on the Internet. "Googol" is the mathematical term for a 1 followed by 100 zeros. It's a very large number. This experiment will help you test different search terms and find out.
Science Buddies
Science Buddies: Wild About Wildcards
The idea of a wildcard allows you to satisfy any condition. The same concept is behind using a wildcard when searching for something with your computer. Do this experiment to find out if using wildcards to conduct a search can help you...
Science Buddies
Science Buddies: Project Ideas: Plan a City of the Future With Sim City
In this video and computer games science fair project, design and build a city of the future using SimCity. The Science Buddies project ideas are set up consistently beginning with an abstract, objective, and introduction, followed by a...