This repo contains the NLP materials for the 23rd edition of the Data Science Master held at KSchool Madrid.
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Dragomir Radev's Introduction to Natural Language Processing is no longer on Coursera. But here there are some materials.
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Some years ago, Manning & Jurafsky organized a course on NLP at Coursera. There are some slides and videos.
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Natural Language Processing, Johns Hopkins University (materiales)
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Dan Jurafsky and James H. Martin. Speech and Language Processing
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Chris Manning and Hinrich Schütze, Foundations of Statistical Natural Language Processing
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Emily Bender. Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
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Jacob Einstein. Natural Language Processing
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Yoav Goldberg. Neural Network Methods for Natural Language Processing. // Summarized in A Primer on NN for NLP
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Jason Brownlee. Deep Learning for Natural Language Processing
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Steven Bird, Ewan Klein, and Edward Loper. Natural Language Processing with Python
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Jacob Perkins. Python 3 Text Processing with NLTK 3 Cookbook
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the Beyond Word Embeddings series, especially its Part 2