88- `Introduction to scikit-learn
99 <http://videolectures.net/icml2010_varaquaux_scik/> `_ by `Gael Varoquaux `_ at
1010 ICML 2010
11+ A three minute video from a very early stage of the scikit, explaining the
12+ basic idea and approach we are following.
1113
12- - Extensive four part `Introduction to machine learning with scikit
14+ - `Introduction to machine learning with scikit
1315 learn <http://archive.org/search.php?query=scikit-learn> `_ by
1416 `Gael Varoquaux `_ at SciPy 2011
17+ An extensive tutorial, consisting of four 90 minute sessions. The tutorial covers basics of machine learning,
18+ many algorithms and how to apply them using scikit-learn.
1519
1620- `Statistical Learning for Text Classification with scikit-learn and NLTK
1721 <http://blip.tv/pycon-us-videos-2009-2010-2011/pycon-2011-statistical-machine-learning-for-text-classification-with-scikit-learn-4898362> `_
@@ -21,10 +25,13 @@ Videos
2125- `Statistical Learning for Text Classification with scikit-learn and NLTK
2226 <http://blip.tv/pycon-us-videos-2009-2010-2011/pycon-2011-statistical-machine-learning-for-text-classification-with-scikit-learn-4898362> `_
2327 by `Olivier Grisel `_ at PyCon 2012
28+ Thirty minute introduction to text classification. Explains how to use NLTK and scikit-learn to solve real-world text classification
29+ tasks and compares against cloud-based solutions.
2430
2531
2632- `scikit-learn - Machine Learning in Python <http://marakana.com/s/scikit-learn_machine_learning_in_python,1152/index.html >`_
2733 by `Jake Vanderplas `_ at the 2012 PyData workshop at Google
34+ Interactive demonstration of some scikit-learn features. 75 minutes.
2835
2936.. _Gael Varoquaux : http://gael-varoquaux.info
3037.. _Jake Vanderplas : http://www.astro.washington.edu/users/vanderplas/
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