DOC: Recommend using conda-forge for scikit-learn installation (#30130)#30193

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Maddouchhamza wants to merge 3 commits intoscikit-learn:mainfrom

Maddouchhamza:issue30130-conda-forge-recommendation

Commits on Dec 23, 2024

DOC: Recommend using conda-forge for scikit-learn installation (#30130)
Maddouchhamza
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Commits on Dec 24, 2024

Addressed review comments: balanced tone, added OS differentiation, simplified content
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Fix duplicate target names for official website links
Maddouchhamza
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