This is my note for the book Analysis and Geometry of Markov Diffusion Operators. This note mean to demonstrate the basic ideas and calculations, simplifying the technical details to as few lines as possible while maintaining rigor.

Mixing.

Poincare Inequality

Some nice blogs Poincaré Inequalities

Log-Sobolev Inequality