Hi Rahul,
In the view configuration, there is an option to not show the label.
If you select the field in the view configuration and click on 'Show field Properties' button, you will get the check box to Show the Label of a field or Not. If you don't select the check box, Label will not be shown.
Hope this helps.
Regards,
Chaitra