notes/science/ml/deep-learn/docs/presentations.txt
Ihar Hancharenka 5dff80e88e first
2023-03-27 16:52:17 +03:00

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2019
Wang - Secrets of Deep Learning
https://www.youtube.com/watch?v=cIEUR2ONFlI
https://www.issp.u-tokyo.ac.jp/public/caqmp2019/slides/731L_Wang.pdf
Matelis - Debuggable Deep Learning
https://www.infoq.com/presentations/debug-dl/
Yung - Understanding Deep Learning
https://www.infoq.com/presentations/understanding-deep-learning
! 242 p
2018
Simon - Deep Learning for Developers
https://www.youtube.com/watch?v=BG0XDx2LllY
Simplelearn - Deep Learning Interview Questions and Answers
https://www.youtube.com/watch?v=JYMKEM5c7PU
Korobchenko - DL
https://www.youtube.com/channel/UCh1n4S8xnt6glf3wZb0Rq7w
https://www.youtube.com/watch?v=FKNZ5kRau6s
https://www.youtube.com/watch?v=PXI3gwN-Nzc
ACADGILD - ML for Data Science
https://acadgild.com/big-data/data-science-training-certification
https://www.youtube.com/playlist?list=PLlz0muypSBNbI5E6SAq_8w2dyRuoo67Hl
Goldsborough - Deep Learing with C++
https://github.com/peter-can-talk/meeting-cpp-2017
https://www.youtube.com/watch?v=8GoYXWOq55A
ACADGILD - Deep Learning for Data Science Part 1
https://www.youtube.com/watch?v=DTZ1PMBzv4U
2017
Oseledets - Tensors and DL
https://www.youtube.com/watch?v=1P-i5G7Lg-0
Tretyakov - DL
https://www.youtube.com/watch?v=Ekvb9EgQDLk
Rohrer - How Deep Neural Networks Work
https://www.youtube.com/watch?v=ILsA4nyG7I0
MailRu - ML fundamentals and DL
https://www.youtube.com/watch?v=db0Qxm8E2qE
Soshnikov - Practical intro to NN and DL
https://www.youtube.com/watch?v=uaBp0uiLvKQ
Vidal - Mathematics of Deep Learning
https://www.youtube.com/watch?v=Mdp9uC3gXUU
https://www.youtube.com/watch?v=xdA-uhJ6T3U
Naftali Trishby - Information Theory of Deep Learning
https://www.youtube.com/watch?v=RKvS958AqGY
https://medium.com/manchester-futurists/demystifying-deep-neural-nets-efb726eae941
Kavalerov - Foldable NeuralNets (good historical overview)
https://www.slideshare.net/IvanKavalerov/ss-71241578
https://www.youtube.com/watch?v=S4vL355capU
2016
CSClub - DL
https://www.youtube.com/watch?v=b22_spF8srw