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