Install and run the docker Jupyter Notebook Data Science Stack
$> docker run -d -p 8888:8888 jupyter/datascience-notebook
From Jupyter create a new Terminal.
Start Julia
$> julia -p 4
Add the IJulia package
julia> Pkg.add("IJulia")
You should see Julia now as one of the options in Jupyter's New dropdown menu.