Some must-see attractions in Venice include the Grand Canal, Saint Mark's Square and Basilica, Doge's Palace, Rialto Bridge, and the Peggy Guggenheim Collection. For a more off-the-beaten-path experience, you can visit the Jewish Ghetto, the Cannaregio District, and the beach at Lido Island.