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Demystifying Deep Learning: NNs, LLMs & AI Art

Demystifying Deep Learning: NNs, LLMs & AI Art

Learn the fundamentals of neural networks, how LLMs like ChatGPT work, and the tech behind AI image generation. Gain a comprehensive understanding of modern AI's core technologies from basic principles to advanced applications.

ai-ml
·9 videos·3:03:43

Videos in this playlist

1
But what is a neural network? | Deep learning chapter 118:40

But what is a neural network? | Deep learning chapter 1

3Blue1Brown

5 segments·8 key terms
2
Gradient descent, how neural networks learn | Deep Learning Chapter 220:33

Gradient descent, how neural networks learn | Deep Learning Chapter 2

3Blue1Brown

5 segments·6 key terms
3
Backpropagation, intuitively | Deep Learning Chapter 312:47

Backpropagation, intuitively | Deep Learning Chapter 3

3Blue1Brown

5 segments·6 key terms
4
Backpropagation calculus | Deep Learning Chapter 410:18

Backpropagation calculus | Deep Learning Chapter 4

3Blue1Brown

5 segments·6 key terms
5
Large Language Models explained briefly7:58

Large Language Models explained briefly

3Blue1Brown

5 segments·6 key terms
6
Transformers, the tech behind LLMs | Deep Learning Chapter 527:14

Transformers, the tech behind LLMs | Deep Learning Chapter 5

3Blue1Brown

5 segments·10 key terms
7
Attention in transformers, step-by-step | Deep Learning Chapter 626:10

Attention in transformers, step-by-step | Deep Learning Chapter 6

3Blue1Brown

5 segments·9 key terms
8
How might LLMs store facts | Deep Learning Chapter 722:43

How might LLMs store facts | Deep Learning Chapter 7

3Blue1Brown

5 segments·8 key terms
9
But how do AI images and videos actually work? | Guest video by Welch Labs37:20

But how do AI images and videos actually work? | Guest video by Welch Labs

3Blue1Brown

5 segments·6 key terms