I wanted to know if we can use SAS University edition for exploratory and confirmatory factor analysis?
Yes! SAS/STAT, part of the University Edition, includes PROC FACTOR and PROC CALIS for confirmatory factor analysis. SAS/IML, for exploratory analysis, is included too. This fact sheet has more detail.