According to Mike Harsh, a beta version is coming in an insider release "after the Build conference." [1] During an interview Q&A, Kevin Gallo says that it might show up in a week or two. [2]
[1] https://blogs.windows.com/buildingapps/2016/03/30/run-bash-o...