# CS224N
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/index.html#schedule
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture01-wordvecs1.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/readings/cs224n_winter2023_lecture1_notes_draft.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture02-wordvecs2.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/readings/cs224n-2019-notes02-wordvecs2.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/2024%20CS224N%20Python%20Review%20Session%20Slides.pptx.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture03-neuralnets.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/readings/cs224n-2019-notes03-neuralnets.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture04-dep-parsing.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/readings/cs224n-2019-notes04-dependencyparsing.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture05-rnnlm.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture06-fancy-rnn.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture07-final-project.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture08-transformers.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/readings/cs224n-self-attention-transformers-2023_draft.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture09-pretraining.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture10-instruction-tunining-rlhf.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture11-adapatation.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-lecture12-evaluation-final.pdf
https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1254/slides_w25/cs224n-2025-guest-lecture-interpretability.pdf

# CS336
https://stanford-cs336.github.io/spring2025/index.html#schedule
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_01.json
https://github.com/stanford-cs336/assignment1-basics/tree/main
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_02.json
https://github.com/stanford-cs336/assignment2-systems/tree/main
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_06.json
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_08.json
https://github.com/stanford-cs336/assignment3-scaling/tree/main
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_10.json
https://github.com/stanford-cs336/assignment4-data/tree/main
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_12.json
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_13.json
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_14.json
https://github.com/stanford-cs336/assignment5-alignment
https://stanford-cs336.github.io/spring2025-lectures/?trace=var/traces/lecture_17.json

# CS231n
https://cs231n.stanford.edu/schedule.html
https://cs231n.github.io/
https://cs231n.stanford.edu/slides/2025/lecture_1_part_1.pdf
https://cs231n.stanford.edu/slides/2025/lecture_1_part_2.pdf
https://cs231n.stanford.edu/slides/2025/lecture_2.pdf
https://cs231n.github.io/classification/
https://cs231n.github.io/linear-classify/
https://cs231n.github.io/python-numpy-tutorial/
https://cs231n.stanford.edu/slides/2025/lecture_3.pdf
https://cs231n.github.io/optimization-1/
https://cs231n.stanford.edu/slides/2025/lecture_4.pdf
http://cs231n.github.io/optimization-2
https://cs231n.stanford.edu/handouts/linear-backprop.pdf
https://cs231n.stanford.edu/handouts/derivatives.pdf
https://cs231n.stanford.edu/slides/2025/section_2.pdf
https://cs231n.stanford.edu/slides/2025/lecture_5.pdf
http://cs231n.github.io/convolutional-networks
https://cs231n.stanford.edu/slides/2025/lecture_6.pdf
https://cs231n.stanford.edu/slides/2025/section_3.pdf
https://cs231n.stanford.edu/slides/2025/lecture_7.pdf
https://cs231n.stanford.edu/slides/2025/lecture_8.pdf
https://cs231n.stanford.edu/slides/2025/lecture_9.pdf
https://cs231n.stanford.edu/slides/2025/lecture_10.pdf
https://cs231n.stanford.edu/slides/2025/section_5.pdf
https://cs231n.stanford.edu/slides/2025/lecture_11.pdf
https://cs231n.stanford.edu/slides/2025/lecture_12.pdf
https://cs231n.stanford.edu/slides/2025/section_6.pdf
https://cs231n.stanford.edu/slides/2025/lecture_13.pdf
https://cs231n.stanford.edu/slides/2025/lecture_14.pdf
https://cs231n.stanford.edu/slides/2025/lecture_15.pdf
https://cs231n.stanford.edu/slides/2025/lecture_16.pdf
https://cs231n.stanford.edu/slides/2025/lecture_17.pdf

