Coding Train Courses

The Nature of Code

1 rating

Explore simulations of natural systems using JavaScript and p5.js, covering physics, trigonometry, self-organization, genetic algorithms, and neural networks.

• YouTube
• 8 hours
• Self-Paced
• Free Video

Code! Programming with P5.js

1 rating

Learn JavaScript programming fundamentals using p5.js, a creative computing environment for visual displays. Ideal for beginners, covering variables, conditionals, loops, functions, and object-oriented programming.

• YouTube
• 7 hours
• Self-Paced
• Free Video

Slide Puzzle in JavaScript

1 rating

Learn to create an interactive slide puzzle game using p5.js, featuring image splitting, tile shuffling, and user interaction. Gain hands-on experience with arrays, loops, and game logic.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Pi Revealed in a Pile of Toothpicks

1 rating

Discover how dropping toothpicks can approximate pi in this coding simulation. Learn about Buffon's Needle problem, probability density functions, and implement the experiment using p5.js.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Introduction to RunwayML

1 rating

Explore machine learning models with RunwayML in this comprehensive live stream. Learn installation, generative painting, PoseNet, StyleGAN, and more through hands-on demonstrations and Q&A.

• YouTube
• 2 hours 45 minutes
• Self-Paced
• Free Video

Beginner's Guide to Machine Learning in JavaScript with ml5.js

Discover machine learning fundamentals through creative JavaScript projects using p5.js and ml5.js libraries for interactive media art and real-time applications.

• YouTube
• 10 hours 11 minutes
• Self-Paced
• Free Video

Additional Topics in p5.js - JavaScript Functions, Transformations, and Advanced Concepts - Part 9

Explore advanced p5.js techniques including transformations, JavaScript closures, algorithms, and creative coding patterns for interactive visual programming.

• YouTube
• 5 hours 29 minutes
• Self-Paced
• Free Video

Working with Data and APIs in JavaScript

Master JavaScript data handling through three hands-on projects covering fetch(), APIs, databases, and full-stack development with Node.js for web applications.

• YouTube
• 4 hours 36 minutes
• Self-Paced
• Free Video

Topics of JavaScript ES6-ES8 - p5.js Tutorial

Master modern JavaScript features from ES6-ES8 including arrow functions, promises, async/await, array methods, classes, and inheritance through hands-on p5.js examples.

• YouTube
• 4 hours 21 minutes
• Self-Paced
• Free Video

JavaScript Promises - Introduction to Asynchronous Programming with Async/Await

Master asynchronous JavaScript programming with Promises, async/await, Promise.all(), and error handling techniques for modern web development.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Neural Networks - The Nature of Code

Dive into neural networks from perceptrons to backpropagation with hands-on coding examples, matrix math, and practical projects like doodle classification.

• YouTube
• 8 hours 48 minutes
• Self-Paced
• Free Video

Neural Networks - Intelligence and Learning - Session 4

Dive into neural networks fundamentals, from perceptrons to multilayer networks, matrix math, feedforward algorithms, and backpropagation with hands-on coding challenges.

• YouTube
• 6 hours 51 minutes
• Self-Paced
• Free Video

Genetic Algorithms - The Nature of Code

Explore evolutionary computing principles through hands-on genetic algorithm implementation, from basic concepts to advanced applications like smart rockets and traveling salesperson problems.

• YouTube
• 6 hours 12 minutes
• Self-Paced
• Free Video

Matter.js Physics with JavaScript and p5.js

Master Matter.js physics engine fundamentals through hands-on JavaScript tutorials, building interactive simulations and games like Plinko with p5.js integration.

• YouTube
• 2 hours 43 minutes
• Self-Paced
• Free Video

Toxiclibs Verlet Physics Tutorial Series

Master Verlet physics simulations using Toxiclibs library in Processing and p5.js, covering particles, springs, connected systems, attraction behaviors, and 3D cloth simulation techniques.

• YouTube
• 2 hours 8 minutes
• Self-Paced
• Free Video