Neural Networks (3Blue1Brown)

Introductory Computer Science by 3Blue1Brown. 7 lectures, 2.4 hours. Covers: neural networks deep learning backpropagation transformers attention visual.

Lectures

1. Backpropagation, intuitively | Deep Learning Chapter 3 · 13 min
2. Backpropagation calculus | Deep Learning Chapter 4 · 10 min
3. Large Language Models explained briefly · 8 min
4. Transformers, the tech behind LLMs | Deep Learning Chapter 5 · 27 min
5. Attention in transformers, step-by-step | Deep Learning Chapter 6 · 26 min
6. How might LLMs store facts | Deep Learning Chapter 7 · 23 min
7. But how do AI images and videos actually work? | Guest video by Welch Labs · 37 min

Quick explainers

• Neural Networks Explained in 5 minutes · 5 min
• The Essential Main Ideas of Neural Networks · 19 min
• Super Simple Neural Network Explanation | Machine Learning Science Project · 9 min
• Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn · 6 min
• Simple Neural Network in 3 Minutes · 4 min
• Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python) · 11 min
• Neural Networks and Deep Learning: Crash Course AI #3 · 12 min
• Neural Network Simply Explained - Deep Learning for Beginners · 7 min
• Understanding Neural Networks and AI · 9 min
• What are Convolutional Neural Networks (CNNs)? · 6 min

All courses