Advanced Deep Learning

also known as Deep Learning in Practice

MVA and MscAI masters, and CentraleSupelec cursus, January-March 2025


News : (reload for fresher news...)
- Link to hand in TP6 is available
- Link to hand in TP5 is available
- HTML course updated and AutoML slides added
- Exam location updated
- TP6 is available
- link to hand in TP4
- link to hand in TP3
- 2025 schedule re-re-updated
- invitation link to the Discord forum for those who did not join in time
- registration for 2025 is open
- course validation updated (NB: includes practical sessions + a final exam)


The previous course (January-March 2024) can be found there; this course follows more or less the same lines, though not exactly.


To attend the course, please register here first.
If you had already registered but did not join the Discord forum in time: click here.
NB: Auditors (auditeurs libres) are welcome; just subscribe as well (no need to ask me by email).

Requirements : having already followed a course about neural networks (this is an advanced deep learning course).
Typical mathematical notions used: differential calculus, Bayesian statistics, analysis, information theory.

Teaching team :
Course validation :
Schedule : Note that the schedules are irregular and that locations vary.
Sessions take place on Thursdays (usually), 9h - 12h15 (3 hours course + a 15 minute break), at various places, mostly at CentraleSupelec:
Location info: bus stop "Moulon" + 4 minute walk to the Eiffel building or to the Bouygues building. Common transportation planification: Île de France mobilités.


Program : (subject to a few potential modifications)


Ressources: links to introduction to python, numpy, classical machine learning + online deep learning courses


Internship offers :





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