Hi Niveditha,
The default Media Files Selector can't preview .svg files as well as Media Libraries interface, unfortunately. The only way to preview svg files is to write your own inline editor for Media Files, but this will require quite some time. As a starting point, you can use my implementation for Kentico 12 MVC (pre service pack).