@gautamkmr I am not convinced about the usefulness of this PR(in my mind `pip 
install jupyter` is very straightforward) and understandably you'll disagree 
with that - Lets get more opinions and I am willing to disagree and commit. 

What I liked in your issue was to provide tutorials out of the box but not just 
sample notebooks copied, i think all the tutorials that are on the website can 
be pulled by a script at startup of the docker instance, it could install all 
the pre-reqs of the tutorials, make sure they run in the docker instance 
without any issue - this could be really valuable for MXNet users to easily get 
started. 

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12641 ]
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