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The tutorial discusses two pathways for analyzing RNA sequences: mapping to a reference if available, or assembling reads if no reference exists. Mapping involves cleaning up reads and counting them, while assembly involves finding overlapping reads, building a context, and creating a transcript. This process is crucial in comparative genomics when no reference is available.