Coding Train Courses

Box2D Physics with Processing - The Nature of Code

Master Box2D physics simulation in Processing with hands-on tutorials covering worlds, bodies, joints, collisions, and interactive elements for realistic 2D physics programming.

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

Array Functions in JavaScript

Master JavaScript array methods including map(), filter(), reduce(), sort(), and fill() to manipulate data efficiently and build dynamic particle systems.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

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

WebGL and p5.js Tutorial

Dive into WebGL fundamentals with p5.js, covering 3D geometries, lighting, textures, camera controls, and custom shapes for interactive graphics programming.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Programming with Text - Complete Course Series

Master text manipulation, regular expressions, natural language processing, and API development through hands-on JavaScript projects and creative coding challenges.

• YouTube
• 16 hours 53 minutes
• Self-Paced
• Free Video

Working with Data and APIs - p5.js Tutorial

Master JSON, APIs, and asynchronous data handling in p5.js through hands-on projects with real APIs like NYT, Giphy, and Wordnik for dynamic web applications.

• YouTube
• 3 hours 44 minutes
• Self-Paced
• Free Video

Data, APIs and Language Processing Libraries - Programming with Text - Session 3

Explore text processing with JavaScript libraries like RiTa.js and nlp-compromise, plus master API integration for dynamic data-driven applications.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Twitter Bot Tutorial - Node.js and Processing

Master Twitter bot creation using Node.js and Processing to automate tweets, handle images, replies, and deploy to servers with OAuth and Twitter API integration.

• YouTube
• 2 hours 40 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning - Intelligence and Learning - Session 3

Explore machine learning fundamentals through linear regression, gradient descent, and nearest neighbors algorithms with hands-on coding challenges and mathematical foundations.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video

Algorithms and Graphs - Intelligence and Learning - Session 1

Explore algorithms and graph theory through hands-on coding challenges including binary trees, pathfinding, maze generation, and the traveling salesperson problem.

• YouTube
• 4 hours 55 minutes
• Self-Paced
• Free Video

Genetic Algorithms - Intelligence and Learning - Session 2

Explore genetic algorithms through hands-on coding challenges, from Shakespeare monkey examples to traveling salesperson problems and evolutionary steering behaviors.

• YouTube
• 5 hours 52 minutes
• Self-Paced
• Free Video

Physics Libraries - Box2D, Toxiclibs, and Matter.js - The Nature of Code

Master physics simulation programming with Box2D, toxiclibs, and Matter.js libraries through hands-on coding examples and interactive projects.

• YouTube
• 6 hours 55 minutes
• Self-Paced
• Free Video

Autonomous Agents and Steering Behaviors - The Nature of Code

Explore Craig Reynolds's steering behaviors and autonomous agents through hands-on coding lessons covering seek, arrive, flow field following, and flocking behaviors.

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

Building an API with Node.js and Express - Programming with Text

Master Node.js and Express to build RESTful APIs, handle HTTP requests, manage data persistence, and create interactive front-end clients in this comprehensive programming session.

• YouTube
• 2 hours 19 minutes
• Self-Paced
• Free Video

Context-Free Grammar - Programming with Text - Session 7

Explore context-free grammar techniques using Tracery and RiTa.js to generate dynamic text and create fractal tree visualizations through recursive programming methods.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• Free Video