This is found in a hidden area of the Stacks. You will enter a room with a bunch of ghosts you need to sneak past to head downstairs. After defeating the boss downstairs, back track upstairs and you will notice that the ghosts are gone. There is a movable bookcase at the top of the room. Head into the secret room to find a chest with the book of alchemy in it.