Dance with My Father is the thirteenth and final studio album by American R&B/soul singer Luther Vandross. It was released by J Records on June 10, 2003 in the United States. The album, especially its title track, was dedicated to Vandross' late father and features production credits from Nat Adderley Jr., Shep Crawford, and Marcus Miller as well as guest appearances by singer Beyoncé, R&B trio Next, and rappers Foxy Brown, Queen Latifah, and Busta Rhymes.
 
Upon its release, Dance with My Father debuted atop the US Billboard 200 chart with first week sales of 442,000 units, becoming his first and only album to do so. It also marked his eighth and first album in the twelve years to top the Top R&B/Hip-Hop Albums chart. Critically acclaimed, Dance with My Father earned Vandross two American Music Awards in the Favorite Soul/R&B Male Artist and the Favorite Soul/R&B Album categories as well as four Grammy Awards wins out of five nominations, including Song of the Year and Best Male R&B Vocal Performance for "Dance with My Father", Best R&B Performance by a Duo or Group with Vocals for "The Closer I Get to You", his duet with Beyoncé, and Best R&B Album.