To get data from the Sequence Read Archive (SRA) for gene expression analysis, first, identify the relevant dataset using keywords or accession numbers. Access the SRA website or use SRA Toolkit to download and convert the raw sequencing data (FASTQ files) to a compatible format for analysis with bioinformatics tools.