Hey, yes that is what I was doing.
I instead, now tried giving the command jupyter-notebook directly in the terminal (not in the Julia prompt), then manually chose Julia-1.6.3 as a kernel in the browser-jupyter session, and it works. Takes about 30-45 seconds to connect to the kernel.
Thanks for all the suggestions!