It is easy to call Algorithmia APIs from right within a Jupyter notebook... open any .ipynb file to experiment.
To run notebooks locally, see http://jupyter.org/install
To quickly try one out on a remote server, see http://mybinder.org
Find more information in the Algorithmia Developer Center or the API Docs.