The tech wiz took to Facebook to share exclusive pictures of the intimate event. He wrote: "Students I mentor in our community threw me and Cilla a surprise baby shower! So much love and so much fun."
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The couple -- who have been married for three years -- are expecting their first child together. Earlier in July, Zuckerberg shared a picture of his expecting wife with a heartfelt message to announce the pregnancy.
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He wrote: "Priscilla and I have some exciting news. "We're expecting a baby girl! This will be a new chapter in our lives. We've already been so fortunate for the opportunity to touch people's lives around the world — Cilla [nickname for Priscilla] as a doctor and educator, and me through this community and philanthropy. Now we'll focus on making the world a better place for our child and the next generation."
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The co-founder of the social media website also revealed that the couple had been trying for a baby for some time and how Priscilla had earlier had a miscarriage.
The couple participated in different games during the recent event.
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