Teaching

I'm teaching to master or engineer students (~500 hours):

• EPITA - International Program - NLP and Deep Learning (since 2019)
• Polytech Grenoble - MOSIG - International Programm (2016)
• University of Le Mans - various CS at from Licence to Master level (2011-2013)
• University of Avignon - various CS at from Licence to Master level (2005-2009)

"various" stands for computer science courses such like programming, databases, etc.

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Epita

Courses Session

• 00 - Course Description
• 01 - Introduction to Natural Language Processing (NLP)
• 02 - NLP Applications
• 03 - Formal Grammars
• 04 - 0 - Introduction to Probabilities
• 04 - 1 - Markov Chain
• 04 - 2 - Hidden Markov Model (HMM)
• 04 - 3 - Markov Random Fields
• 04 - 4 - Conditional Random Fields (CRF)
• 05 - Part-of-Speech Tagging
• 06 - Deep Learning for NLP

Demo Session

• Demo 0: Introduction to commande line and unicode
• Demo 1: Word Embeddings
• Demo 2: Sentiment Analysis
• Demo 3: Part-of-Speech Tagging using Deep Learning
• Demo 4: Neural Machine Translation