This course explores programming strategies and techniques for creating computer simulations of natural systems, from basic mathematics and physics concepts to advanced simulations of complex systems. Students will learn about physics simulation, trigonometry, self-organization, genetic algorithms, and neural networks, with examples demonstrated in JavaScript using p5.js. The course covers topics such as Perlin Noise, vectors, forces, angles, particle systems, and autonomous steering agents. The teaching method includes tutorials, coding challenges, and coding examples. This course is intended for individuals interested in understanding the mathematical principles behind the physical world and creating digital worlds through coding.
Overview
Syllabus
Welcome to The Nature of Code 2.0 in 2020 (p5.js!).
Introduction.
I.2: Introduction - Perlin Noise and p5.js Tutorial.
I.3: noise() vs random() - Perlin Noise and p5.js Tutorial.
I.4: Graphing 1D Perlin Noise - Perlin Noise and p5.js Tutorial.
I.5: 2D Noise - Perlin Noise and p5.js Tutorial.
I.6: noiseDetail() - Perlin Noise and p5.js Tutorial.
I.7 : What is OpenSimplex Noise?.
Coding Challenge #52: Random Walker.
1.1 What is a Vector? - The Nature of Code.
1.2 Vector Math - The Nature of Code.
1.3 Random Vectors - The Nature of Code.
1.4 Static Functions - The Nature of Code.
1.5 A Unit Vector (Normalize) - The Nature of Code.
1.6 Acceleration Vector - The Nature of Code.
Coding Challenge #53: Random Walker with Vectors and Lévy Flight.
2.1 Simulating Forces: Gravity and Wind - The Nature of Code.
2.2 Mass and Acceleration - The Nature of Code.
2.3 Friction Force - The Nature of Code.
2.4 Drag Force - The Nature of Code.
2.5 Gravitational Attraction - The Nature of Code.
3.1 Angles and Rotation - Nature of Code.
3.2 Angular Motion - Nature of Code.
3.3: Angles and Vectors - Nature of Code.
3.4 Polar Coordinates - The Nature of Code.
3.5 Simple Harmonic Motion - Nature of Code.
3.6 Graphing Sine Wave - Nature of Code.
3.7: Additive Waves - The Nature of Code.
Coding Challenge #159: Simple Pendulum Simulation.
Coding Challenge #160: Spring Forces.
4.1: Particle System Simulation - The Nature of Code.
4.2: Many Particle Systems (Emitters!) - The Nature of Code.
16.17: Inheritance in JavaScript - Topics of JavaScript/ES6.
16.18: Polymorphism in JavaScript - Topics of JavaScript/ES6.
4.3: Particle Systems with Inheritance - The Nature of Code.
4.4: Particle Systems with Image Textures - The Nature of Code.
5.1 Autonomous Steering Agents Introduction - The Nature of Code.
5.2 Seeking a Target - The Nature of Code.
5.3 Flee, Pursue, Evade - The Nature of Code.
5.4 Arrive Steering Behavior - The Nature of Code.
Taught by
The Coding Train
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Reviews
5.0 rating, based on 1 Class Central review
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Sofien Akademygood courses that helped us understand coding, a clear and simplified explanation, and many realistic examples in daily life. I thank the team behind this course and wish them more success and giving to benefit more from their experience.
