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