Apparently there is nobody else interested.

So Jake how shall we proceed? Do you want to submit an introductory
tutorial on machine learning with scikit-learn, I submit the advanced
one and we act as Teach Assistant to each other sessions as we did
last year? Or do you want to do more of a combined submission where we
both teach in the two sessions?

BTW, I recently received the feedback from last year's session. Only 2
people answered the feedback survey but both were quite happy.

Title: Advanced Machine Learning with scikit-learn

Rating answers followed by response to the open-ended question "Do you
have any additional comments about this tutorial or suggestions for
improvement?".

Aw Po OK Go Ex   Avg   Question   (1.00 <= Average <= 5.00, based on
1=Awful, 2=Poor, 3=OK, 4=Good, 5=Excellent)
-- -- -- -- --   ---   --------

 0  0  0  0  2   5.00  The tutorial content quality
 0  0  0  1  1   4.50  The tutorial content being presented in a form
you could easily understand
 0  0  0  0  2   5.00  The tutorial content relative to your expectations
 0  0  0  0  2   5.00  The handout and sample files (if applicable)
 0  0  0  0  2   5.00  The instructor(s), overall
 0  0  0  0  2   5.00  The instructor's preparation
 0  0  0  1  1   4.50  The instructor's teaching ability
 0  0  0  1  1   4.50  The tutorial's success at helping you learn
significant new skills
 0  0  0  0  2   5.00  How well the tutorial was adapted to or handled
the size of the class
 0  0  0  1  1   4.50  The internet connection during the tutorial
 0  0  0  1  1   4.50  The amount of room at your table
 0  0  0  0  2   5.00  Overall satisfaction (value for time & money)
 0  0  1  1  0   3.50  How was the speed of the tutorial?
 0  0  1  1  0   3.50  How was the difficulty level of the tutorial?

 Do you have any additional comments about this tutorial or
suggestions for improvement? - Open-Ended Response

    EXCEPTIONALLY effective use of iPython notebooks. Thank you for
covering this topic, I used to have to implemented SVM classifiers and
such in C++ when I was a researcher, nice to know that if I ever go
back to it it's already all there in Python.

-- 
Olivier
http://twitter.com/ogrisel - http://github.com/ogrisel

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