Algorithms, explained
Induction, explained
Occam’s Razor, explained
Probability, explained
mentions that Bayes’ Theorem is used to update your probabilities)
acknowledged the difficulty of estimating probabilities
Problem of priors
hard to determine, and no clear strategy
full ignorance implies “even distribution”, but rarely a good choice in practice
mentions Maximum Entropy Principle, should look into that more
easy to choose a prior to skew your result, intentionally or not
need a method for determining priors that is always correct