56 lines
2.3 KiB
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56 lines
2.3 KiB
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===========================================
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Presentations and tutorials on scikit-learn
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===========================================
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For written tutorials, see the :ref:`Tutorial section <tutorial_menu>` of
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the documentation.
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.. _videos:
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Videos
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======
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- `Introduction to scikit-learn
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<http://videolectures.net/icml2010_varaquaux_scik/>`_ by `Gael Varoquaux`_ at
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ICML 2010
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A three minute video from a very early stage of the scikit, explaining the
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basic idea and approach we are following.
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- `Introduction to statistical learning with scikit-learn <http://archive.org/search.php?query=scikit-learn>`_
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by `Gael Varoquaux`_ at SciPy 2011
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An extensive tutorial, consisting of four sessions of one hour.
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The tutorial covers the basics of machine learning,
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many algorithms and how to apply them using scikit-learn. The
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material corresponding is now in the scikit-learn documentation
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section :ref:`stat_learn_tut_index`.
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- `Statistical Learning for Text Classification with scikit-learn and NLTK
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<http://blip.tv/pycon-us-videos-2009-2010-2011/pycon-2011-statistical-machine-learning-for-text-classification-with-scikit-learn-4898362>`_
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(and `slides <http://www.slideshare.net/ogrisel/statistical-machine-learning-for-text-classification-with-scikitlearn-and-nltk>`_)
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by `Olivier Grisel`_ at PyCon 2011
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Thirty minute introduction to text classification. Explains how to
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use NLTK and scikit-learn to solve real-world text classification
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tasks and compares against cloud-based solutions.
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- `Introduction to Interactive Predictive Analytics in Python with scikit-learn <http://www.youtube.com/watch?v=Zd5dfooZWG4>`_
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by `Olivier Grisel`_ at PyCon 2012
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3-hours long introduction to prediction tasks using scikit-learn.
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- `scikit-learn - Machine Learning in Python <http://marakana.com/s/scikit-learn_machine_learning_in_python,1152/index.html>`_
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by `Jake Vanderplas`_ at the 2012 PyData workshop at Google
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Interactive demonstration of some scikit-learn features. 75 minutes.
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- `scikit-learn tutorial <http://vimeo.com/53062607>`_ by `Jake Vanderplas`_ at PyData NYC 2012
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Presentation using the online tutorial, 45 minutes.
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.. _Gael Varoquaux: http://gael-varoquaux.info
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.. _Jake Vanderplas: http://www.astro.washington.edu/users/vanderplas/
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.. _Olivier Grisel: http://twitter.com/ogrisel
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