This has been tested on Windows XP, but should work on later systems too.
Install pip by typing the command
easy_install pip
. (You might not need pip since you certainly can install Selenium with easy_install, but since pip is a nicer python package manager, why not use it.
Install Selenium Webdriver using pip like this:
pip install selenium