FPP Chapters attached review the elementary properties of a Normal Distribution. This lecture provides basic mathematical properties of a Normal Distribution. Some formulas and mathematics are required for a Bayesian course. The minimum essential algebra is taught.
Understanding the Normal Distribution - Basic Properties of Normal Distribution -- intuitive explanations.
Proof that Normal Density Integrates to 1 - You Tube Calculation of the Normal Probability Integral
Prob & Stat: Islamic Approach - Lecture 4 Concept 4: Normal Distribution - Lecture covers basic properties of Normal, and provides intuitive explanation and understanding
BE L12 Normal Density, Moments, MGF, CGF, Asymptotics - Covers all relevant concepts related to univariate normal densities.
6 Minute Tutorial moving from discrete to continuous Normal Density - Some intuitive explanation of continuous density functions