How to perform differential expression this Illumina Microarray GEO Dataset-GSE48624??? I'm want to perform differential expression analysis and get the list of up-regulated and down-regulated genes! Thank you
The Limma User Guide is an excellent read.
Another good starting point is the bioconductor workflow for microarray.
You can use GEO2R and get the results in a minute.