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.. include:: ../includes/big_toc_css.rst

Tutorials: From the bottom up with scikit-learn
===============================================

Each of the following tutorials is meant to be autonomous and the target
audiences are not expected to have same level of mathematical proficiency.


.. topic:: Beginner tutorial

   Ten minutes tutorial to quickly get started with scikit-learn.

.. toctree::
   :maxdepth: 2

   basic/tutorial.rst

.. topic:: Statistical Inference tutorial

   One day long tutorial on Machine Learning for people with a scientific
   background (graduate students and researchers).

.. toctree::
   :maxdepth: 2

   statistical_inference/index.rst

.. topic:: scikit-learn for Astronomical Data Analysis

   One day long tutorial on Machine Learning with scikit-learn with
   applications to astronomy.

.. toctree::
   :maxdepth: 2

   astronomy/index.rst

.. topic:: Machine Learning for Text Analytics with scikit-learn.

   One day long tutorial on Machine Learning with scikit-learn with
   applications to text analytics (classification, clustering, topic
   modeling).

.. toctree::
   :maxdepth: 2

   text_analytics/index.rst