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1000 Science Fair Projects with Complete Instructions

Computer Science is the study of how computers work and how we can use them to solve problems. By studying computer science, we can use technology to make our lives easier and more efficient.

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Programming the Diffusion Equation
Computer Science Science Fair Project
Hard
Write a program in Scheme that solves differential equations and use it to model how atoms spread through solids.
Billiard Ball Angles and Corner Pockets
Computer Science Science Fair Project
Hard
Simulate 6,300 billiard ball paths and discover that a single property of the launch angle predicts whether the ball reaches a corner.
Unbeatable Tic-Tac-Toe in MATLAB
Computer Science Science Fair Project
Hard
Program a tic-tac-toe player in MATLAB that wins 80 percent of games against random opponents and never loses to a human.
AI Personality and Monopoly Strategy
Computer Science Science Fair Project
Hard
Program two AI players with opposite personalities and discover which one dominates in 300 games of Monopoly.
Neural Networks and Connect 4 Strategy
Computer Science Science Fair Project
Hard
Train a neural network to play Connect 4 and find out whether it can beat a human or only the opponent it practiced against.
Neural Network Digit Recognition
Computer Science Science Fair Project
Hard
Build a neural network from scratch and see if it can read handwritten digits it has never seen before with over 80% accuracy.
Hidden Patterns in Binary Sequences
Computer Science Science Fair Project
Hard
Flip and reverse the binary digits of counting numbers to uncover surprising patterns hiding inside simple sequences.
CPU Speed vs. RAM Size in Computer Performance
Computer Science Science Fair Project
Hard
Swap the CPU and RAM in a desktop computer and time the difference to find out which upgrade matters more.
CPU, Cache, and Extensions in Computer Speed
Computer Science Science Fair Project
Hard
Adjust one computer setting at a time and discover whether the CPU or cache matters most for speed.
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