When you create a new view, it will display all the columns in the form based on which the view is created. If you do not want to display a column in a particular view, you can hide it. This does not remove the column or its data in any way.
To limit a column from being displayed in a view,
You can also configure to Hide columns when you access the view, in live mode.
You can also configure to display only specific columns in a List view but all the columns in the summary. Learn How.