L3 IM2D (Bachelor level)
Fundamentals of Machine Learning
New course introducing simple data analysis techniques (linear regression, principal component analysis).
Slides with exercises (in French).
M2 IASD (Master level)
Optimization for Machine Learning
New course covering various optimization algorithms of interest in learning.
INP-ENSEEIHT, 1st year IMA (Bachelor level)
Analysis Tutorials (2015-2016)
Differential Calculus (2013-2015)
INP-ENSEEIHT, 2nd year IMA (Master level)
Krylov Space methods
PDE Discretization techniques