New stack showcase

[avishniakov]

All now is encapsulated in run.ipynb. It all starts with a quick walkthrough of the starter-template, followed by introducing production runs on different stacks (including sagemaker step operator), followed by results analysis (including WandB showing up at the end).
@htahir1 , let me know what you think about it.

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[htahir1]

Nice one! A lot is good here but I think we need to keep the deployment pipeline and logic around as it might be another demo.. it also might make sense to change this project folders name to something more appropriate... not sure what ATM

I want to use this as a base for different demos we do

[avishniakov]

Nice one! A lot is good here but I think we need to keep the deployment pipeline and logic around as it might be another demo.. it also might make sense to change this project folders name to something more appropriate... not sure what ATM

I want to use this as a base for different demos we do

Make sense, I was just building it around the starter, which has no deployment pipeline in it. I'll take the needed actions.