XGBoost

https://www.youtube.com/watch?v=CCDIbNGGBwY&list=PLlb7e2G7aSpT1ntsozWmWJ4kGUsUs141Y&index=7

https://compscicenter.ru/courses/data-mining-python2/2018-autumn/classes/4238/

CNN in Brief

Copy from https://www.asozykin.ru/courses/nnpython

CNN, ConvNet

https://ru.wikipedia.org/wiki/%D0%A1%D0%B2%D1%91%D1%80%D1%82%D0%BE%D1%87%D0%BD%D0%B0%D1%8F_%D0%BD%D0%B5%D0%B9%D1%80%D0%BE%D0%BD%D0%BD%D0%B0%D1%8F_%D1%81%D0%B5%D1%82%D1%8C

https://en.wikipedia.org/wiki/Convolutional_neural_network

GBM - Градиентный бустинг

https://medium.com/open-machine-learning-course/open-machine-learning-course-topic-10-gradient-boosting-c751538131ac

https://habr.com/ru/company/ods/blog/327250/

https://www.youtube.com/watch?v=vXDmq5i77F4&feature=youtu.be&list=PLJOzdkh8T5kpGiIQttuMwo3jLciewjd7R

https://www.youtube.com/watch?v=CCDIbNGGBwY

Прогнозирование временных рядов

https://www.youtube.com/watch?v=u433nrxdf5k

https://github.com/vkantor/MIPT_Data_Mining_In_Action_2016

Deep Q-Learning

https://towardsdatascience.com/self-learning-ai-agents-part-ii-deep-q-learning-b5ac60c3f47

Machine Learning Libraries

https://www.youtube.com/watch?v=Zn2Gotkd_rY

https://www.youtube.com/watch?v=Ojgg98lAsw0