Albert Nelson

• Albert Nelson (actor), American actor
• Albert Nelson (sculptor), American sculptor, brother of Martha Nelson Thomas
• Albert Nelson, 6th Earl Nelson, British peer
• Albert H. Nelson, American jurist and politician
• Al Nelson, American football cornerback
• Albert Nelson, designer of The Nelsonian
• Albert Nelson, known by his stage name Albert King
• Red Nelson (baseball), pitcher in Major League Baseball