4 Backpropagation calculus | Deep Learning Chapter 4
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2 Gradient descent, how neural networks learn | Deep Learning Chapter 2
Cost functions and training for neural networks.Help fund future projects: https://www.patreon.com/3blue1brownSpecial thanks to these supporters: http://3b1b...
6 Attention in transformers, step-by-step | Deep Learning Chapter 6
Demystifying attention, the key mechanism inside transformers and LLMs.Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3...
7 How might LLMs store facts | Deep Learning Chapter 7
Unpacking the multilayer perceptrons in a transformer, and how they may store factsInstead of sponsored ad reads, these lessons are funded directly by viewer...
1 But what is a neural network? | Deep learning chapter 1
11-11, 5:50, 11-15
5 Transformers, the tech behind LLMs | Deep Learning Chapter 5
5.19: go between attention blocks & multilayer perception blocks.
Visualizing transformers and attention | Talk for TNG Big Tech Day '24
An overview of transforms, as used in LLMs, and the attention mechanism within them.Based on the 3blue1brown deep learning series: https://www.youtube.com/pl...
1 Large Language Models explained briefly
A light intro to LLMs, chatbots, pretraining, and transformers.Dig deeper here: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3piTechn...
1 But what is a Neural Network? - Text
11-11
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Mathematics with a distinct visual perspective. Linear algebra, calculus, neural networks, topology, and more.
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