A normally distributed prior is the conjugate prior for a Normal likelihood function. This video works through the derivation of the parameters of the resulting posterior distribution.
These short videos work through mathematical details used in the Multivariate Statistical Modelling module at UWE.
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Normal prior Normal likelihood Normal posterior distribution | NatokHD