The Berkeley Institute for Data Science (or BIDS) was founded as part of a high-profile, multi-university initiative funded by the Moore and Sloan Foundations, collectively known as the Moore-Sloan Data Science Environments (or MSDSE), with the mission of creating ``institutional change'' around data science in academia. I will discuss some of the lessons learned in...