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BeirutAI - Intro to NLP workshop

Introduction to Natural Language Processing workshop

We will learn:

  • what is NLP & where does it stand on the AI map.
  • what can NLP do for us? several applications to illustrate its importance.
  • why NLP is hard? recent challenges.
  • preprocessing & cleaning.
  • feature extracting.
  • training ML models to predict Stackoverflow questions tags

image

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Slides can be found here: https://docs.google.com/presentation/d/1aiI59gO4XIhYQGCTu7uS9AobtuzvCteaZy7Q9SxXXfU/edit?usp=sharing
Code (with blanks) on Google Colab can be found here: https://colab.research.google.com/drive/1yl6t608wjzpWB9WZje7O7drUeghvSWc5
Complete code (with solutions) on Google Colab can be found here: https://colab.research.google.com/drive/1JW2z7F0ph3d_dj3siNJdv2-G84xmPBRX
To edit the code, click File then Save a copy in Drive…

Happy coding 💻
Live Love AI 😍
Live Love NLP 😍

The workshop was recorded and uploaded to YouTube

Instructor

This workshop was prepared and presented by [Obeida ElJundi] (https://www.linkedin.com/in/obeidaeljundi/)

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