Machine Learning for Natural Language Processing
Table of Contents
Key points
- Course given in English (2020, 2021, and 2022)
- Parts are Original Content (some course and labs)
- Dedicated to statistics students in order to present to them the full scope of Machine Learning in the Natural Language Processing prospect
- Labs are given using Google Colab notebooks
- I created labs materials in 2020, gave courses and update labs in 2021, and led the lab creation and lab assistants in 2022
Description
Natural Language Processing is a field of Artificial Intelligence concerned with processing human languages in a systematic way. It is now a mainstream technology used in a great variety of products like Voice Assistant, Search Engines, Recommander systems… This course is an exhaustive introduction to NLP. We will cover the full NLP processing pipeline, from preprocessing and representation learning to supervised task-specific learning.
Meet your instructor
Benjamin Muller, Gaël Guibon, Ghazi Felhi, Salomé Do, Karim Lasri, Matthieu Futeral-Peter, Roman Castagne