With the new software for putting video's on the web we can expect to have lectures by exceptional teachers available on the web. One example of this is the Kemeny Finite Mathematics Lectures by John G. Kemeny as Kemeny taught his last Finite Mathematics course at Dartmouth. These lectures were done before the new technology so are not technically up to current videos, but you can see a great lecturer in action. The lectures are based on the probability chapter in the first Finite Mathematics book by Kemeny, Snell,and Thompson which, thanks to Peter Doyle, is also available on the web. The Chance Lectures at the Chance website include videos of lectures and audios appropriate for a basic probability course.
Bayesian analysis is another topic that relates both to probability and statistics.
Jaynes emphasizes the Bayesian and maximum entropy methods. Jim Albert at Bowling State University provides information about courses he has taught using Baysian methods at his website . Albert has available from his website a number of Applets used in the book. Software to carry out Bayes calculations can be found from John C. Pezzullo's Web Pages that Perform Statistical Calculations . An applet illustrating test of hypothesis using a Bayesian approach can be found at the Dartmouth MATC site.