# Neural networks

https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

## Index

- [01 - But what is a neural network? | Deep learning chapter 1](#01---but-what-is-a-neural-network--deep-learning-chapter-1)
- [02 - Gradient descent, how neural networks learn | Deep Learning Chapter 2](#02---gradient-descent-how-neural-networks-learn--deep-learning-chapter-2)
- [03 - Backpropagation, intuitively | Deep Learning Chapter 3](#03---backpropagation-intuitively--deep-learning-chapter-3)
- [04 - Backpropagation calculus | Deep Learning Chapter 4](#04---backpropagation-calculus--deep-learning-chapter-4)
- [05 - Large Language Models explained briefly](#05---large-language-models-explained-briefly)
- [06 - Transformers, the tech behind LLMs | Deep Learning Chapter 5](#06---transformers-the-tech-behind-llms--deep-learning-chapter-5)
- [07 - Attention in transformers, step-by-step | Deep Learning Chapter 6](#07---attention-in-transformers-step-by-step--deep-learning-chapter-6)
- [08 - How might LLMs store facts | Deep Learning Chapter 7](#08---how-might-llms-store-facts--deep-learning-chapter-7)
- [09 - But how do AI images and videos actually work? | Guest video by Welch Labs](#09---but-how-do-ai-images-and-videos-actually-work--guest-video-by-welch-labs)

## 01 - [But what is a neural network? | Deep learning chapter 1](https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 02 - [Gradient descent, how neural networks learn | Deep Learning Chapter 2](https://www.youtube.com/watch?v=IHZwWFHWa-w&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 03 - [Backpropagation, intuitively | Deep Learning Chapter 3](https://www.youtube.com/watch?v=Ilg3gGewQ5U&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 04 - [Backpropagation calculus | Deep Learning Chapter 4](https://www.youtube.com/watch?v=tIeHLnjs5U8&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 05 - [Large Language Models explained briefly](https://www.youtube.com/watch?v=LPZh9BOjkQs&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 06 - [Transformers, the tech behind LLMs | Deep Learning Chapter 5](https://www.youtube.com/watch?v=wjZofJX0v4M&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 07 - [Attention in transformers, step-by-step | Deep Learning Chapter 6](https://www.youtube.com/watch?v=eMlx5fFNoYc&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 08 - [How might LLMs store facts | Deep Learning Chapter 7](https://www.youtube.com/watch?v=9-Jl0dxWQs8&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

## 09 - [But how do AI images and videos actually work? | Guest video by Welch Labs](https://www.youtube.com/watch?v=iv-5mZ_9CPY&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)