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The tutorial discusses two pathways for analyzing RNA sequences, depending on the presence of a reference. If a reference is available, reads are mapped back to it after cleaning, then counted. Without a reference, reads must be assembled by finding overlapping sequences to build a transcript. The goal is to create a contiguous sequence of overlapping reads to form a transcript.