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Data Hashing This lesson covers data hashing. Data hashing Data hashing is a one-way mathematical algorithm which allows us to obtain a string of numbers like a fingerprint that cannot be reversed. Data hashing allows for file verification and helps with Public Key Infrastructure (PKI).