Checksums

Checksums are a type of algorithm that is used to verify the integrity of data. In data science and artificial intelligence, checksums are used to ensure that data has not been corrupted or altered during transmission or storage. Checksums work by generating a unique value based on the data being checked. This value is then compared to the original checksum value to determine if the data has been altered. If the checksum values match, the data is considered to be valid and has not been corrupted. If the checksum values do not match, the data is considered to be invalid and may need to be retransmitted or restored from a backup. Checksums are commonly used in file transfer protocols, such as FTP and HTTP, as well as in data storage systems, such as RAID arrays and backup systems.
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