Bayesian Inference: Bayes theorem, prior, posterior and predictive distributions, conjugate models (Normal-Normal, Poisson-Gamma, Beta-Binomial), Bayesian point estimation, credible intervals and ...

Bayesian reasoning is a statistical method that helps individuals make inferences and decisions based on probabilities. It is particularly useful in situations where uncertainty is present ...