The Dancing with the Stars alum celebrated her May 3 b-day earlier in the week with Leah Remini and Matthew Lawrence -- and continued to roll out the party until Friday night.
Burke recently stepped in for Abby Lee Miller for the remainder of Dance Moms' seventh season after Miller's abrupt exit from the Lifetime show. The dancer told ET that her experience so far had been "amazing."
"I am very excited to work with the kids," Burke gushed. "I have seen the show, yes. Of course I have!"
"Honestly, this is a great change for me," she added. "I'm teaching very, very talented kids and very passionate mothers. It's kind of a full circle [moment] because I was that kid and I had that type of mom that was very passionate about my career and very supportive."
On Saturday, she also teased a "secret project" she has in the works, sharing an Instagram video where she's seen dressed in a black see-through dress and in front of a green screen.
For more on Burke and Dance Moms, check out the video below.