Stanford - Winter 2023
- Assignment 1 (6%): Introduction to word vectors
- Assignment 2 (12%): Derivatives and implementation of word2vec algorithm
- Assignment 3 (12%): Dependency parsing and neural network foundations
- Assignment 4 (12%): Neural Machine Translation with sequence-to-sequence, attention, and subwords
- Assignment 5 (12%): Self-supervised learning and fine-tuning with Transformers