Courses

Short name	Course title	ECTS	Volume (h)	Lecturer(s)	Lectures
ML1	Machine Learning 1	2	27.5	Hervé Frezza-Buet, Arthur Hoarau	ML1
ModStat1	Statistical Modeling 1	2	29	Frédéric Pennerath	ModStat1
SAE	Software Application Engineering	2	22.5	Virginie Galtier	SAE
CPP	Advanced Programming in C++	2	20	Hervé Frezza-Buet, Frédéric Pennerath	CPP

Short name	Course title	ECTS	Volume (h)	Lecturer(s)	Lectures
ML2	Machine Learning 2	2	21.5	Hervé Frezza-Buet, Arthur Hoarau	ML2
ModStat2	Statistical Modeling 2	2	33	Frédéric Pennerath	ModStat2
Deep	Deep Learning	2	27	Jeremy Fix, Joel Legrand	Deep
GPU	GPU programming	2	20	Stéphane Vialle	GPU
Sparse	Sparse Models	2	18.5	Laurent Duval	Sparse

Short name	Course title	ECTS	Volume (h)	Lecturer(s)	Lectures
NLP	Natural Language Processing	2	21.5	Joel Legrand	NLP
AppStat	Statistical Learning Theory	2	23	Michel Barret	AppStat
RL	Reinforcement Learning	2	23	Alain Dutech, Hervé Frezza-Buet	RL
PAIA	Perspectives in Machine Learning and Artificial Intelligence	2	36	Various speakers	PAIA