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recursos.md

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Material para la clase:

Transparencias del profesor

Recursos software

  • GATE - entorno de desarrollo de sistemas y componentes NLP (Java)

  • NLTK - herramientas de desarrollo de componentes NLP (Python)

  • Textalytics - API de analítica de texto

  • scikit-learn - herramientas de aprendizaje automático (Python)

  • Weka - herramientas de aprendizaje automático (Java)

  • Elasticsearch - motor de búsqueda e indexacion

  • Scrapy - herramienta de scraping web (Python)

  • d3js - herramientas de visualización (Javascript)

Bibliografía

  • Steven Bird, Ewan Klein, and Edward Loper Natural Language Processing with Python (UPDATED FOR PYTHON 3) --- Analyzing Text with the Natural Language Toolkit O'Reilly Media, 2009 (Disponible online)

  • Ronen Feldman, James Sanger The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data Cambridge University Press, 2006

  • Chris Manning and Hinrich Schütze [Foundations of Statistical Natural Language Processing, MIT Press. Cambridge, MA: May 1999. Web

  • Daniel Jurafsky and James H. Martin SPEECH and LANGUAGE PROCESSING - An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition Second Edition Prentice Hall (May 16, 2008)

  • Grant S. Ingersoll, Thomas S. Morton , Andrew L. Farris Taming Text: How to Find, Organize, and Manipulate It Paperback January 24, 2013 Manning Publications

Otras utilidades

  • [htpp://tmpnb.org] - Creates a temporary notebook server in a Docker container
  • (Binder)[http://mybinder.org/]