Machine Learning guide
Neural Networks Basics (No Math Required)
A plain-English guide to neural networks — what they actually are, the anatomy of a neuron (weights, biases, activation functions), training one end to end from random dials to reading digits, and the family tree of architectures: CNNs, RNNs, and the Transformer behind ChatGPT.
4 lessons·42 min read·Free, no account
- 01What Is a Neural Network? The Idea Behind Modern AI, in Plain EnglishBeginner·10 min
- 02Weights, Biases & Activation Functions: Inside a Single NeuronBeginner·10 min
- 03Training a Neural Network, End to End: From Random Dials to Reading DigitsBeginner·11 min
- 04CNNs, RNNs & Transformers: The Neural Network Family Tree, ExplainedBeginner·11 min