Update out-of-date example and colab

[ejguan]

📚 The doc issue

The examples for Text/Vision/Audio are out-of-date: https://github.com/pytorch/data/tree/main/examples The colab attached in README needs to be updated as well:

• How to install torchdata
• Example needs shuffle + sharding_filter

Suggest a potential alternative/fix

None

[ejguan]

cc: @VitalyFedyunin @NivekT since I am not sure who has the permission to edit the colab file

Edit: We might even want to remove the colab file since we have already elaborated how to install torchdata.

[VitalyFedyunin]

Sorry, which colab you are talking about?

[ejguan]

The one in here: https://github.com/pytorch/data#colab

[ejguan]

@NivekT Could you please change the colab link to the new one?

[ejguan]

Closing as the PR has been merged