---
title: "CS 224N: Natural Language Processing with Deep Learning"
type: course-overview
source-count: 12
status: active
confidence: high
---

# CS 224N: Natural Language Processing with Deep Learning

Stanford course with 12 lecture notes.

## Lecture Timeline

- **2024-04-02** — [SU-CS224N APR022024](../raw/course/cs224n/kbhsu_cs224n_apr022024.md)
- **2024-04-04** — [SU-CS224N APR042024](../raw/course/cs224n/kbhsu_cs224n_apr042024.md)
- **2024-04-09** — [SU-CS224N APR092024](../raw/course/cs224n/kbhsu_cs224n_apr092024.md)
- **2024-04-11** — [SU-CS224N APR112024](../raw/course/cs224n/kbhsu_cs224n_apr112024.md)
- **2024-04-16** — [SU-CS224N APR162024](../raw/course/cs224n/kbhsu_cs224n_apr162024.md)
- **2024-04-18** — [SU-CS224N APR182024](../raw/course/cs224n/kbhsu_cs224n_apr182024.md)
- **2024-04-23** — [SU-CS224N APR232024](../raw/course/cs224n/kbhsu_cs224n_apr232024.md)
- **2024-04-25** — [SU-CS224N APR252024](../raw/course/cs224n/kbhsu_cs224n_apr252024.md)
- **2024-04-30** — [SU-CS224N APR302024](../raw/course/cs224n/kbhsu_cs224n_apr302024.md)
- **2024-05-02** — [SU-CS224N MAY022024](../raw/course/cs224n/kbhsu_cs224n_may022024.md)
- **2024-05-07** — [SU-CS224N MAY072024](../raw/course/cs224n/kbhsu_cs224n_may072024.md)
- **2024-05-09** — [SU-CS224N MAY092024](../raw/course/cs224n/kbhsu_cs224n_may092024.md)

## Key Topics Referenced

- [[Bpe]]
- [[Context Free Grammar]]
- [[Dimension]]
- [[Foundational Model]]
- [[Language Model]]
- [[Meaning]]
- [[N Grams]]
- [[Peft]]
- [[Perplexity]]
- [[Pos Tagging]]
- [[Regularization]]
- [[Sigmoid]]
- [[Softmax]]
- [[Stochastic Gradient Descent]]
- [[Topological Sort]]
- [[Transformers]]
- [[Window Based Co Occurance]]
- [[Word2Vec]]

