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Fix broken links in README and in ray.data.Dataset #45345

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Why are these changes needed?

This is massive PR to fix two outdated documentation links.

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

Signed-off-by: SumanthRH <sumanthrh@anyscale.com>
@anyscalesam anyscalesam enabled auto-merge (squash) May 29, 2024 05:53
@github-actions github-actions bot disabled auto-merge May 29, 2024 05:53
@github-actions github-actions bot added the go Trigger full test run on premerge label May 29, 2024
@anyscalesam anyscalesam self-assigned this May 29, 2024
@anyscalesam anyscalesam added P0 Issues that should be fixed in short order docs An issue or change related to documentation data Ray Data-related issues labels May 29, 2024
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