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Taller: Procesamiento de texto con ConTexto

Tutorial de las principales funcionalidades de la librería ConTexto desarrollada por la Unidad de Cientificos de Datos (UCD) del Departamento Nacional de Planeación (DNP).

Autor: David Insuasti C

AGENDA

  1. Instalación de ConTexto
  2. Preparar el entorno de Google Colab
  3. Pipeline general del procesamiento de texto
  4. Lectura de documentos
    1. Leer archivos .txt
    2. Leer archivos Word
    3. Leer PDF (sin OCR)
    4. Leer PDF (con OCR)
  5. Análisis exploratorio y visualización de texto
    1. Limpieza de texto
    2. Caso de uso: El Quijote
    3. Comparación de Documentos
  6. Vectorización de texto
    1. Bag of Words (BOW)
    2. Term Frequency - Inverse Document Frequency (TF-IDF)
    3. Word2Vec
  7. Comparación de documentos

Contenido

📂 entrada/: Se encuentran los insumos necesarios para correr el taller.

📓 Taller_contexto.ipynb: Cuaderno de Jupyter del taller

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