Coding Train Courses

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

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