Bit - Binary Data (Structure)
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1 - About
Binary Data is just a file that contains binary string.
Converting the binary byte values to their hexadecimal representations is a simple technique to represent them in compressed printable characters.
See Bit - Numeral system (Base-2) notation - Binary Number
Machine code is binary data, a long string of 0 and 1 which correspond to instructions the processor understands. It can be seen as the output of a compiler. See for instance: the bin format output of the nasm assembler.
2 - Articles Related
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