Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
this article, I will discuss essential parameter estimation techniques used widely in machine learning, AI, signal processing, and digital communication. Following is the outline for this article: Outline Frequentists vs. Bayesian Maximum Likelihood (ML) Estimation Maximum a Posteriori (MAP)