Presentations and tutorials on scikit-learn

For written tutorials, see the Tutorial section of the documentation.

Videos

• Introduction to scikit-learn 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 by Gael Varoquaux at SciPy 2011

  An extensive tutorial, consisting of four sessions of one hour. The tutorial covers the 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 A tutorial on statistical-learning for scientific data processing.

• Statistical Learning for Text Classification with scikit-learn and NLTK (and slides) 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 by Olivier Grisel at PyCon 2012

  3-hours long introduction to prediction tasks using scikit-learn.

• scikit-learn - Machine Learning in Python by Jake Vanderplas at the 2012 PyData workshop at Google

  Interactive demonstration of some scikit-learn features. 75 minutes.

• scikit-learn tutorial by Jake Vanderplas at PyData NYC 2012

  Presentation using the online tutorial, 45 minutes.