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Decimal, binary, and hexadecimal are positional numeral systems using symbols to represent numbers. Base 64 also uses symbols to represent values and is commonly used in computer software for encoding binary data. Base 64 encoding converts data into ASCII text format for transmission in a text stream or XML document. This process involves grouping input data into chunks of three characters for conversion.