Probability and Statistics
@probnstat
Probability. Statistics. Machine Learning. Data Science. DM for paid collaboration.
We all know how much matrix algebra is necessary for probability, statistics, machine learning and data science. So here is a book: Introduction to Linear and Matrix Algebra by Nathaniel Johnston.
Seems really interesting! renjie-bao.github.io/uploads/Just_O…
Probability Theory by Nima Moshayedi 2010.16280v1.pdf share.google/8P8a7sIwkAMYDP…
Urn A contains 3 red and 2 blue balls. Urn B contains 2 red and 4 blue balls. A fair coin is flipped. If it lands heads, a ball is drawn from Urn A. If it lands tails, a ball is drawn from Urn B. If the ball drawn is red, what is the probability that it came from Urn A?
High Dimensional Probability by Vershynin math.uci.edu/~rvershyn/pape…
On Invariant Probability Distributions for Markov Chains:
Statistical Learning Theory by Vladimir N. Vapnik
