In German, there is a phrase like "dangerous semi-knowledge" gefährliches Halbwissen. Wiktionary definition:
a degree of superficial knowledge that becomes dangerous or deceptive because it has one trust one’s own amateurish judgment
I can't think of any equivalent in English. Any ideas?