notes/science/ml/bayes/docs/presentations.txt
ihar_hancharenka 78d62dc70f m
2025-10-23 10:11:02 +03:00

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2025
Otus - Senior ML Starts from Bayes 0:00 of 4:11
https://www.youtube.com/watch?v=aoN3W46nCc0
full
https://www.youtube.com/watch?v=stA7Go54Pho
2022
CSC - Nikolaev - Bayes Approac ru 0:00 of 1:45:35
https://www.youtube.com/watch?v=Hv3Nw94Q32s
2020
FIVT - Introducing Naive Bayes
https://www.youtube.com/watch?v=7uRXcMSkgpY
https://www.youtube.com/watch?v=8s9073kNXgY
https://github.com/ml-mipt/ml-mipt/tree/basic_s20/week0_01_org_kNN_and_Naive_Bayes
AIPursuit - Bayesian Deep Learning
https://www.youtube.com/watch?v=MJBXjXmQtKk
2018
Livingston - Scaling Bayesian Inference: A Case Study
https://www.infoq.com/presentations/flight-bayesian-prediction
Simplilearn - Naive Bayes Classifier
https://www.youtube.com/watch?v=l3dZ6ZNFjo0
!!! Naive Bayes Classifier | Text Based Classification (concept) | Machine Learning Algorithm (2018)
https://www.youtube.com/watch?v=Zt83JnjD8zg
Coyle - Probabilistic Programming: A Modern Bayesian Workflow
https://www.youtube.com/watch?v=7QlKZKbQa6M
Otus - Naive Bayes Classifier ru
https://habr.com/company/otus/blog/420729/
https://www.youtube.com/watch?v=DwLLOAm6lkk
2017
Bondarenko - Bayes Methods in ML
https://www.youtube.com/watch?v=BrJ1Gl3N5r0
Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning
https://www.youtube.com/watch?v=s0S6HFdPtlA
2015
https://www.slideshare.net/bitworks/ss-53964858
Vetrov - Big Data Math
https://www.youtube.com/watch?v=lkh7bLUc30g
EdyoRu - Bayes Probability
https://www.youtube.com/watch?v=FQzO67Fipd0
2011
Vorontsov - Yandex - Statistics Bayes Classification Methods
https://www.slideshare.net/yandex/ss-11703777