In Three Horns Valley, go to the hideout where you fight the Bad Maw boss. Kill him, and pick up the Eridium he drops. Then, enter the Bloodshot Stronghold, and choose the "Save and Quit" option. Continue the game, return to Three Horns Valley, and kill Bad Maw again to get more Eridium. Repeat this as many times as you like.