[backport] [doc] Fix outdated document [skip ci] (#8527) #8553
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* [doc] Fix document around categorical parameters. [skip ci] * note on validate parameter [skip ci] * Fix dask doc as well [skip ci]
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[doc] Fix document around categorical parameters. [skip ci]
note on validate parameter [skip ci]
Fix dask doc as well [skip ci]