# Neural Networks : Zero to Hero - 신경망 개발을 밑바닥 부터 코딩하며 배우기

> Clean Markdown view of GeekNews topic #8322. Use the original source for factual precision when an external source URL is present.

## Metadata

- GeekNews HTML: [https://news.hada.io/topic?id=8322](https://news.hada.io/topic?id=8322)
- GeekNews Markdown: [https://news.hada.io/topic/8322.md](https://news.hada.io/topic/8322.md)
- Type: news
- Author: [xguru](https://news.hada.io/@xguru)
- Published: 2023-01-25T11:15:01+09:00
- Updated: 2023-01-25T11:15:01+09:00
- Original source: [karpathy.ai](https://karpathy.ai/zero-to-hero.html)
- Points: 62
- Comments: 2

## Topic Body

- Tesla의 AI 총괄이었던 Andrej Karpathy가 만드는 신경망 개발 코스  
- 역전파(backpropagation)의 기본부터 시작해서 최신 GPT같은 딥신경망까지 개발  
- 언어모델은 딥러닝을 배우기에 좋음. 나중에 컴퓨터 비전 같은 곳으로 확장해 가더라도 대부분의 학습내용이 즉시 적용 가능   
### Syllabus   
- (2h25m) The spelled-out intro to neural networks and backpropagation: building micrograd  
- (1h57m) The spelled-out intro to language modeling: building makemore  
- (1h15m) Building makemore Part 2: MLP  
- (1h55m) Building makemore Part 3: Activations & Gradients, BatchNorm  
- (1h55m) Building makemore Part 4: Becoming a Backprop Ninja  
- (56m) Building makemore Part 5: Building a WaveNet  
- (1h56m) Let's build GPT: from scratch, in code, spelled out.

## Comments



### Comment 14946

- Author: awew78787
- Created: 2023-02-22T17:33:09+09:00
- Points: 1

넵

### Comment 14415

- Author: xguru
- Created: 2023-01-25T11:16:02+09:00
- Points: 1

지난주에 [Let's build GPT - GPT를 밑바닥부터 만들어 봅시다 [유튜브 영상]](https://news.hada.io/topic?id=8287) 이것만 링크를 올렸었는데,   
이게 전체 코스중의 일부였네요.