The process in which a relatively unspecialized cell acquires the specialized structural and/or functional features of a cardiac fibroblast. A cardiac fibroblast is a connective tissue cell in the heart which secretes an extracellular matrix rich in collagen and other macromolecules. [GOC:mtg_heart]
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M5: Ontology GO: Gene Ontology GO:BP: GO Biological Process