The 38-year-old rapper wore a plain black untucked T-shirt along with distressed black jeans and black trainers.
The Gold Digger singer carried an Apple MacBook and had headphone earplugs in place.
The rapper and fashion designer accessorised with just a gold watch.
Kanye earlier in the day was included in a workout video shared by his 35-year-old reality star wife Kim Kardashian.
Kim in the
Snapchat video was preparing to run up an incline during a morning
workout and was standing next to Kanye as someone from off-camera
counted down: 'Three, two, one... Let's go!'
Rapper and designer: The singer and
fashion designer in February debuted his seventh studio album The Life
Of Pablo during his Yeezy Season Three fashion show in New York City
Both took off running up a hill with Kanye racing in front of Kim.
The
rapper turned arounced once ahead of his wife and seemed to be yelling
at the man keeping count - likely their trainer - shouting: 'What now? I
can beat a girl though, huh?'
Over
the weekend Kanye poked fun at the controversy he created in 2009 at
the MTV Video Music Awards when he took the microphone from winner
Taylor Swift.
Road work: The Snapchat video showed Kim Kardashian getting ready to kick off her workout with Kanye next to her
The hip hop star interrupted a speech by Jason Binn at the wedding of club owner Dave Grutman and Isabela Rangel on Saturday.
'Imma let you finish, but Dave and Isabela had one of the best weddings of all time!' West said.
Kanye attended the Miami wedding with Kim. They are the parents of two-year-old daughter North and four-month-old son Saint.
Look at me now! The rapper seemed to
be taunting a trainer as he turned around to shout: 'What now? I can
beat a girl though, huh?'