Cold call is an act of calling individuals who have never met the salesperson before in order to let them know about a particular product. Sales persons would usually go through the directory for leads and approach them one by one.
Cold call is a legal thing. You can see examples of cold calling in movies like Wolf of Wall street, and in Pursuit of Happiness.
Cold call also includes visits such as door-to-door salesperson.