Calendar of the meetings
1st semester
- Introduction to NumPy, I (Wednesday, 31 March, 9h00-10h30 - Romain)
- Introduction to NumPy, II (Wednesday, 21 April, 9h00-10h30 - Romain)
- Introduction to Machine Learning, I (Tuesday, 18 Mai, 9h00-10h30 - Julien)
- Basic concepts
- Hands-on: linear regression and polynomial fit
- Introduction to Machine Learning, II (Thursday, 3 June, 9h00-10h30 - Julien)
- Supervised learning, I (Tuesday, 22 June, 10h00-11h30 - Emille)
- Classification with decision trees
- Hands-on: decision tree
- Supervised learning, II (Thursday, 15 July, 9h00-10h30 - Emille)
- Classification with decision trees: random forests
- Hands-on: random forests, regression with decision trees
2nd semester
- Unsupervised learning (Monday, 27 September, 10h00-11h30 - Emille)
- Introduction to Neural Networks, I (Friday, 26 November, 14h00-15h30 - Julien)
- Simple multi-layer-perceptron (MLP)
- Hands-on: credit card fraud detection