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Information Retrieval Basics
Introduces the basics of information retrieval, covering document representation, query expansion, and TF-IDF for document ranking.
Deep Learning for NLP
Introduces deep learning concepts for NLP, covering word embeddings, RNNs, and Transformers, emphasizing self-attention and multi-headed attention.
