Jake Vanderplas, Olivier Grisel: Exploring Machine Learning with Scikit-learn - PyCon 2014

Speakers: Jake Vanderplas, Olivier Grisel
This tutorial will offer an introduction to the core concepts of machine learning, and how they can be easily applied in Python using Scikit-learn. We will use the scikit-learn API to introduce and explore the basic categories of machine learning problems, related topics such as feature selection and model validation, and the application of these tools to real-world data sets.
Slides can be found at: speakerdeck.co... and github.com/PyC...

[@pw7225]

Jake has a rare combination of deep expertise and amazing communicative skills. Thank you for this great tutorial.

[@mrsrikanthnadhamuni]

Excellent tutorial on machine learning with scikit learn. Lots of material covered very well, with a very effective through an interactive IPython Notebook format! Thanks Jake!

[@TomBrander]

Very good intro and overview..

[@mahmuterenkoca]

Great Work! Thank you

[@zhalehmohammadalipour3542]

Some parts of the code you use are not in the video frame and I couldn't find the source for that! Could you please give us a link with these codes in it?

[@awimagic]

slides not available at the listed URLs