TEACHING
2019 - 2020
Full Teacher: 35h -- Master Big Data and Social Analysis at CNAM.
Data Mining II course (Slides in French)
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Teaching Assistant : 54h -- Machine Learning class at ESILV.
2018 - 2019
Full Teacher: 96h -- Master Big Data and Social Analysis at CNAM.
Data Mining II course (Slides in French)
2015 - 2018
Teaching Assistant: 75h -- Machine Learning Seminars for the Master and Engineer students : SVM, K-means, CRF, K-NN, Random Forest, LDA, PCA, Naïve Bayes, HMM, ...
Fil Rouge Project:
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32h -- Scientific expert in NLP/python to guide a 4 Master's students group during a one-year project about question answering
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32h -- Scientific expert in NLP/python to guide a 4 Master's students group during a one-year project about tweet sentiment analysis
2010 - 2015
Tutor: 2-4h/week -- Math classes to high school and Bachelor's students
MATERIAL
Sentiment Analysis in Textual Movie Reviews : Solution
Support Vector Machine
K-means
K-Nearest Neighbours
Hidden Markov Models
Perceptron - Linear Discriminative Analysis