Remove index.php from URL — On Apache

Hi Everyone,

I want to remove index.php from my WordPress URL, this is very important for me… since I have to redirect my Old blogger URL’s which shows 404ERROR. My blog is on Apache, is there a way to get rid of index.php on Apache?

Thanks!