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Decimal, binary, and hexadecimal are positional numeral systems using symbols to represent numbers. Base 64 also uses symbols, but for encoding binary data in computer software. Base 64 encoding converts data into ASCII text for transmission or storage, typically for email attachments or XML documents. The process involves grouping input data into sets of three characters and converting them into ASCII symbols for compatibility.