Olivier Grisel, Jake Vanderplas: Diving deeper into Machine Learning with Scikit-learn - PyCon 2014

Speakers: Olivier Grisel, Jake Vanderplas

This tutorial session is an hands-on workshop on applied Machine Learning with the scikit-learn library. We will dive deeper into scikit-learn model evaluation and automated parameter tuning. We will also study how to scale text classification models for sentiment analysis or spam detection and use IPython.parallel to leverage multi-CPU or ad-hoc cloud clusters.

Slides can be found at: https://speakerdeck.com/pycon2014 and https://github.com/PyCon/2014-slides

• Category

  • Science & Technology

• License

  • Standard YouTube License