You should import the getpass module, then call getpass.getpass.
import getpass
password = getpass.getpass()
Note that in old versions, the field where you enter the password may not appear in the IPython Notebook, but instead in your terminal/command prompt window. In the latest versions of Jupyter Notebook, however, the prompt will appear in the Notebook itself.