Why are we using jupyter for?

Using a cloud server means you get to use GPU acceleration
without having to deal with the complexity of setting up GPU-enabled libraries on your local machine.

The former means to can focus on learning Deep Learning.
The latter means you have to split your time to also learn System Administration.

Since you are commenting on a 2018 forum, you seem to be missing:

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