learning vs scholarship

learning and scholarship both are nouns.

Word	Noun	Adjective	Verb	Adverb
learning	Yes	No	No	No
scholarship	Yes	No	No	No

As nouns, learning and scholarship are synonyms defined as:

Other synonyms of learning include encyclopaedism, encyclopedism, eruditeness, erudition, learnedness.

learning (noun)	scholarship (noun)
the cognitive process of acquiring skill or knowledge	profound scholarly knowledge
profound scholarly knowledge	financial aid provided to a student on the basis of academic merit