A world-class development environment for data science
======================================================

*Faculty is a cloud platform for data scientists who need powerful
compute, fast configuration, secure collaboration and easy deployment.*

Faculty allows you to share data and code securely with team members,
publish version-controlled reports of your analysis and access the Jupyter
environment at the touch of a button. Features like unlimited file-size upload,
automated data exploration and scalable computing power mean less time
accessing and cleaning data and more time building models. Nevertheless, when
you need it you can open a terminal for unrestricted access to your servers.

Your environment comes pre-installed with Python libraries for data science,
including public libraries like pandas and NumPy as well as libraries only
available in Faculty such as :ref:`lens-library` and
:doc:`Customer Intelligence <libraries/customer_intelligence/getting_started>`.

`Email us`_ to request a demo, or find other ways to contact us `here
<https://faculty.ai/contact-us>`_.

.. thumbnail:: img/workspace.png

.. toctree::
   :caption: Getting started
   :titlesonly:

   getting_started/creating_notebooks
   getting_started/accessing_data

.. toctree::
   :caption: User guide
   :titlesonly:

   user-guide/projects
   user-guide/workspace
   user-guide/jobs/index
   user-guide/experiments/index
   user-guide/models/index
   user-guide/datasets
   user-guide/reports
   user-guide/collaborators
   user-guide/servers
   user-guide/apis/index
   user-guide/apps/index
   user-guide/knowledge-centre/index
   user-guide/my-account
   user-guide/command_line_interface
   user-guide/getting_help

.. toctree::
   :caption: How to
   :titlesonly:

   how_to/custom_environments
   how_to/git
   how_to/environment_variables
   how_to/accessing_data_in_amazon_s3
   how_to/databases/index
   how_to/scheduling_jobs_with_cron
   how_to/using_r
   how_to/using_ide
   how_to/spark/index
   how_to/using_hiplot

.. toctree::
   :caption: Faculty libraries
   :titlesonly:

   libraries/install_libraries
   libraries/datasets/index
   libraries/lens
   libraries/customer_intelligence/index
   libraries/opendata/index
   libraries/geoplot/index

.. toctree::
   :caption: Administration
   :titlesonly:

   admin/managing_users
   admin/cluster_ips/index

*Want to request a new feature?*

Get in touch by clicking the help button in Faculty.

.. _Email us: mailto:workwithus@faculty.ai?subject=Faculty%20Platform%20Demo&body=Dear%20Faculty%20team%2C%0A%0AI%20would%20be%20interested%20in%20requesting%20a%20demo%20of%20the%20Faculty%20platform.%20My%20name%20is%20INSERT%20NAME%20HERE%2C%20I%20work%20for%20INSERT%20COMPANY%20NAME%20HERE.%0A%0AI%20look%20forward%20to%20hearing%20from%20you.%0A%0AKind%20regards.