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September 24

Common

Intermediate

Advanced

8:30 - 8:35

Opening of AGH Deep Learning Summer School 

professor Jarosław Wąs, professor Marcin Szpyrka 

8:35 - 10:00

Current challenges of Deep Learning
(lecture)

professor Michał Woźniak

10:00 - 10:30

Coffee Break

10:30 - 12:00

Deep Learning Fundamentals (vol1 &2).
Possibility to obtain Nvidia certification (stationary part of the intermediate course)
(lecture)

dr Paweł Morkisz

Learning from Difficult Data 
(lecture)

dr Paweł Zyblewski

 

12:00 - 13:30

Lunch

13:30 - 14:15

Deep Learning Fundamentals (vol3). Possibility to obtain Nvidia certification
(lecture)

dr Paweł Morkisz

Learning from Difficult Data 
(hands-on)


dr Paweł Zyblewski
 

14:15 - 15:00

Image features extraction: from Principal Components Analysis to Deep Autoencoders
(lecture/lab.)

professor Tomasz  Hachaj

Learning from Difficult Data 
(hands-on)


dr Paweł Zyblewski
 

15:00 - 15:30

Coffee Break

15:30 - 17:00

Image features extraction: from Principal Components Analysis to Deep Autoencoders
(lecture/lab.)

professor Tomasz  Hachaj

 

LLM, VLM, RAG – training, finetuning and deployment of language models, application of RAG, fusion of deep learning models and VLM models, deployment on dedicated hardware accelerators
(lecture/workshop)

prof. Jarosław Wąs, dr Michał Pikus

18:00

Tour of Krakow

Stopka