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The tutorial discusses two pathways for analyzing RNA sequences: with a reference or without. If a reference exists, clean up the reads and map them back to the reference for counting. For sequences without a reference, assemble overlapping reads with shared sequence similarity to build a transcript. The goal is to create a contiguous sequence of reads that overlap to produce a transcript.