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https://github.com/depresiontropical/nlp

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Host: GitHub
URL: https://github.com/depresiontropical/nlp
Owner: depresionTropical
Created: 2024-03-11T19:28:49.000Z (8 months ago)
Default Branch: main
Last Pushed: 2024-03-11T19:31:11.000Z (8 months ago)
Last Synced: 2024-03-11T20:43:36.546Z (8 months ago)
Language: Jupyter Notebook
Size: 483 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Procesamiento de Lenguaje Natural

**Curso tomado para el SISI 2024**

| Título        | Clase         | Ejercicios | Video

|:--------------------|:--------------------:|:--------------------:|:--------------------

| Introducción | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/1_Introduccion/Introduccion.ipynb)  | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/1_Introduccion/ejercicios/ejercicios.ipynb) | [Video](https://youtu.be/Ro3zbJ53G-U) |

| Redes Recurrentes | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/2_Redes_Recurrentes/RNN.ipynb)  | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/2_Redes_Recurrentes/ejercicios/ejercicios.ipynb) | [Video 1](https://youtu.be/KCsPkC98Ryk) [Video 2](https://youtu.be/HO64dPwGNvM)|

| Embeddings | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/3_Embeddings/1_Embeddings.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/3_Embeddings/2_Entrenamiento_Word2Vec.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/3_Embeddings/3_Embeddings_Pre-entrenados.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/3_Embeddings/ejercicios/ejercicios.ipynb) | [Video 1](https://youtu.be/WqnixiaRquM) [Video 2](https://youtu.be/dUh_8ARXJtQ) [Video 3](https://youtu.be/y03q4u_AFqk)|

| Seq2Seq | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/4_Seq2Seq/Seq2Seq.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/4_Seq2Seq/ejercicios/ejercicios.ipynb) | [Video](https://youtu.be/YhQJPz5UesM) |

| Atención | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/5_Atencion/Atencion.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/5_Atencion/ejercicios/ejercicios.ipynb) | [Video](https://youtu.be/p5SxjpSbeqY) |

| Transformers | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/6_Transformers/1_Transformers.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/6_Transformers/2_Implementacion.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/6_Transformers/ejercicios/ejercicios.ipynb) | [Video 1](https://youtu.be/7i6GsPqw3Fk) [Video 2](https://youtu.be/gTFare2t04w)|

| BERT | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/7_BERT/BERT.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/institutohumai/cursos-python/blob/master/NLP/7_BERT/ejercicios/ejercicios.ipynb) | [Video](https://youtu.be/IRtHuwSPaGo)|


  

Un enorme agradecimiento a los profesores Luciano Robino y Pablo Marinozi de Datitos https://github.com/datitos 

Esperamos que te sea útil! Muchas gracias por aprender con nuestra comunidad,  

El equipo de Humai,