Goldenberg completed a Master's in Knowledge Discovery &amp; Data Mining, followed by a PhD in machine learning at Carnegie Mellon University in Pittsburgh, where her thesis explored scalable graphical models for social networks. While in graduate school, Goldenberg was close with Joyce Feinberg - who was later one of 11 victims killed in the Pittsburgh’s Tree of Life synagogue shooting in October 2018.