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Create foundry tutorial notebook focused on usage #435

@ascourtas

Description

@ascourtas

As a User, many of our example notebooks are specific to scientific problems, but don't show the breadth and depth of foundry features. As a User, I want an example notebook that shows me how to use all Foundry features

Assumptions:

  1. Using the Foundry dataset-usage refactor
  2. Notebook works in google collab

Acceptance Criteria

Given I don't know all of Foundry's features, when I run this tutorial notebook, then I see them all in action and explained

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documentation and examplesImprovements or additions to documentationrefactorissues that are part of/come up during the 2024 refactor

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