Here you can find materials for learning Bayesian Statistics, Probabilistic Programming, and related mathematics. Feel free to share codes, videos, papers, books, lecture notes, etc.
You can expect materials on the following topics:
-
Mathematics: probability theory, linear algebra, differential geometry, etc
-
Statistics, Bayesian Statistics.
-
Python tips for data scientists
-
Deep learning with Theano and more