I like the online article "An Intuitive Explanation of Bayes' Theorem" by HN participant Eliezer S. Yudkowsky

http://yudkowsky.net/rational/bayes

as an understandable overview of why a Bayesian perspective on statistics is important. His technical explanation article

http://yudkowsky.net/rational/technical

is a follow-up to that article.