Copy edits following Mark's updates. #1
Merged
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I couldn't add patches to your other pull request, so making this PR on your PR! I'm not sure if I need to be added as a maintainer to tensorflow/models, but I can't even add myself as a reviewer. Oh well.
Staged: https://colab.sandbox.google.com/github/lamberta/models/blob/edit-get_started/samples/core/get_started/eager.ipynb