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title: Data Science Tools
intro: Tools for data scientists to interact with the Ocean Protocol network.
title: Manta Ray
tagline: Data Science powered by Ocean Protocol
paragraph: >
The **Manta Ray** notebooks provide a guided tour of Ocean Protocol in an interactive Jupyter Notebook environment.
Start using Ocean Protocol with your own pre-configured and loaded cloud instance after login with your GitHub account.
*This project is in alpha!*
Feel free to ask questions and post bug reports in our Gitter channel! https://gitter.im/oceanprotocol/Lobby
Notebooks are for tutorial and demonstration purpose only. Notebook instances may be periodically offline, and storage volumes will be purged.
links:
- name: JupyterHub Notebook
url: http://a1e6efedde7f611e8887b1225ec03c49-1029831930.us-east-1.elb.amazonaws.com