The Adventures of Samuel: Episode 3 "A Night No One Will Remember"

In this adventure, Samuel winds up in the early 20th century, where he meets James, a man who lives and breathes traveling.
When he hears of James's plan to become a stowaway aboard a newly built luxury ocean liner, bound for the one place he's always wanted to go, America, Samuel can't resist tagging along.

Unfortunately for both of them, not long after they become unable to do anything about it, they will soon discover the ship's name; RMS Titanic.
They will also soon discover something else.
A rouge time traveler, having been stranded hundreds of years from his own time, is aboard the ill fated ship, and is planning to steal the memories of everyone onboard to power his time machine.