Applied machine learning in Python with scikit-learn
It aims to provide simple and efficient solutions to learning problems that are accessible to everybody and reusable in various contexts: machine-learning as a versatile tool for science and engineering.
This document is meant to be used with scikit-learn version 0.11+ (i.e. the current state of the master branch at the time of writing: 2012-02-13).
- 1. Tutorial setup
- 2. Machine Learning 101
- 3. Working with text data
- 4. Exercises
- 5. How to select the right algorithm for the task
- 6. Finding help