java
1:42:09Crockford on JavaScript - Volume 1: The Early Years
252K views • 15 years ago
YUI Library
Douglas Crockford's first Yahoo lecture puts JavaScript in historical context. He traces the language's structure and quirks back through the early decades of computer science and programming language history.
1:02:15Lambda Calculus - Fundamentals of Lambda Calculus & Functional Programming in JavaScript
227K views • 9 years ago
Fullstack Academy
Gabriel Lebec's Fullstack Academy talk introduces lambda calculus syntax, the history of mathematical logic, and the essence of functional programming using JavaScript. It also covers combinators, currying and Church encodings.
49:47Lecture 1 | Programming Methodology (Stanford)
2.6M views • 18 years ago
Stanford
First lecture of Stanford's CS106A Programming Methodology by Mehran Sahami, giving a course overview and starting on programming. The course teaches software engineering principles using Java.
Topic match · Python, Ruby & scripting languages
2:25:52The spelled-out intro to neural networks and backpropagation: building micrograd
4.4M views • 4 years ago
Andrej Karpathy
Andrej Karpathy's first Neural Networks: Zero to Hero lecture, which builds micrograd, a tiny autograd engine, from scratch in Python. It explains backpropagation and neural network training step by step, assuming only basic Python and some high-school calculus.
Topic match · Python, Ruby & scripting languages