@nswamy  A/C to your argument MXNet docker can also be achieved via just having 
`pip install of mxnet`. The main point here to give the user notebook 
experience out of box. 

I don't think we should have whole sets of tutorial which will completely bloat 
the size of Docker image.  I will let other chime in.  Meanwhile unless you 
have any further suggested changes(except adding complete tutorial which I am 
not in favor)  would you mind removing '@nswamy
nswamy requested changes '  option from the PR?

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