Update quickstart

[crockpotveggies]

Due Date

To be completed by: 2018-04-20

Description

Because of changes in DL4J v1.0, our quickstart needs to be updated. This issue also serves as a general issue for our quickstart migration to use a notebook to walk the user through features.

See also: #32

[crockpotveggies]

Now in progress. Working on a new Quickstart notebook and will be working with @wmeddie to ensure our tutorials are bundled in the SKIL-CE docker image. We will point users to download the docker and run tutorials from there.

[ShamsUlAzeem]

@crockpotveggies make sure the docker updates are tagged. Something like skymindops/skil-ce:tutorials and they are in separate folders in this repository -> https://github.com/SkymindIO/skil-docker

The reason for this is to keep the documentation consistent, since some of the images work for ECS, AKS and EKS and some don't. You can build on top of the base image: https://github.com/SkymindIO/skil-docker/tree/master/skil-base

[wmeddie]

@ShamsUlAzeem These would be part of the 1.1.0 release not a separate docker image.

[ShamsUlAzeem]

@wmeddie Okay. Are we going to use SkilContext in the bundled notebooks? If so, have we found any workaround for using skilcontext without experiments? Or are we going to have pre-seeded experiments and workspaces in skil's database and later connect the notebooks to it?

[wmeddie]

These notebooks will use the deployments client to import the models since they are not experiments. Maybe later we’ll add a way to specify a tutorial when creating an experiment notebook that’ll replace the last paragraph with a skilContext based paragraph instead. Having then built in allows the user to see how to use DL4J effectively. Which should help with that getting started experience. -- eduardo@skymind.io

[crockpotveggies]

Note to self: Add a paragraph about why the user should use SKIL-CE versus a Maven Archetype/Giter8 template. Mainly about having deployment hand-in-hand with training code.