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Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - Transformer

Stanford Online

For more information about Stanford’s graduate programs, visit: https://online.stanford.edu/graduate-... September 26, 2025 This lecture covers: • Background on NLP and tasks • Tokenization • Embeddings • Word2vec, RNN, LSTM • Attention mechanism • Transformer architecture To follow along with th