Usefull functions

scipy

stats.normaltest(x)
https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.normaltest.html

Machine Learning, C# Implementation

Backpropagation

https://habr.com/ru/post/154369/

Principal Components Analysis, PCA

https://habr.com/ru/post/146236/

Joel Grus, Data Science. Наука о данных с нуля, Books

Data Science. Наука о данных с нуля, Joel Grus

Joel Grus - Data Science From Scratch - First Principles with Python - 2015

https://www.litres.ru/dzhoel-gras-17430415/data-science-nauka-o-dannyh-s-nulya-39286388/

https://github.com/joelgrus/data-science-from-scratch

Bayesian Methods

https://www.youtube.com/watch?v=cfGLj3JdxXI

https://www.youtube.com/watch?v=kFe5zSkro0E

https://www.youtube.com/watch?v=Ejsr3S79gcQ

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

https://www.youtube.com/watch?v=QuDDPviPEb4

https://www.youtube.com/watch?v=Q65APl9MFTs

Probabilistic Programming, Python, PyMC3

https://github.com/pymc-devs/pymc3

https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
Chapter 2
https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/tree/master/Chapter2_MorePyMC

Probabilistic Programming, Books

https://www.litres.ru/a-pfeffer/veroyatnostnoe-programmirovanie-na-praktike-22806664/

Machine Learning, Books

https://www.litres.ru/peter-flah/mashinnoe-obuchenie-nauka-i-iskusstvo-postroeniya-algoritmov-kotorye-izvlekaut-znaniya-iz-dannyh-22678129/

https://www.litres.ru/pedro-domingos/verhovnyy-algoritm-kak-mashinnoe-obuchenie-izmenit-nash-mir/

https://www.litres.ru/villi-richart/postroenie-sistem-mashinnogo-obucheniya-na-yazyke-python-22873803/