Presentations and tutorials on scikit-learn¶
For written tutorials, see the Tutorial section of the documentation.
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.
3-hours long introduction to prediction tasks using scikit-learn.
Interactive demonstration of some scikit-learn features. 75 minutes.
Presentation using the online tutorial, 45 minutes.