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--- 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]]