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In the video tutorial, techniques used in computer systems to encode symbols are explained. A set of symbols (blue, red, and green) is used as an example. It is important to encode sets of symbols rather than individual symbols. Two key elements are needed for encoding: deciding the number of bits for encoding and defining a correspondence between symbols and binary encoding. The size of the encoding is crucial in terms of the number of bits used.