Titles of full-length works (books, movies, CDs, etc.) are italicized when typing (underlining was back when typewriters couldn't or if you're writing by hand, which isn't the case here). The subtitle is also italicized and there is generally a colon placed between the two if you're using it in a sentence rather than a single cover slide.
Shorter works (poems, songs, short stories, etc.) use quotation marks.
Shorter works (poems, songs, short stories, etc.) use quotation marks.