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Decimal, binary, and hexadecimal are positional numeral systems using symbols to represent numbers. Base 64 also uses 64 symbols to represent values, commonly used in encoding binary data in computer software. The standard base 64 character set includes uppercase and lowercase alphabets, numbers, a plus sign, and a forward slash. Base 64 encoding converts data into ASCII text format for transmission or storage. It involves grouping input data into sets of three characters for conversion.