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Tutorials: From the bottom up with scikit-learn
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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