Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
They have different approaches on how to define statistical concepts such as probability and how to perform parameter estimation. Frequentists define probability as a relative frequency of an event in the long run, while Bayesians define probability as a measure of uncertainty and belief for any