A Ramble through Probability: How I Learned to Stop Worrying and Love Measure Theory - Computational Science and Engineering

Brings together the key elements and applications in a unified presentation aimed at developing intuition; contains an extensive collection of examples that illustrate, explain, and apply the theories; and is supplemented with videos containing commentary and explanations of select proofs on an ancillary website.