Scikit-learn Tutorial. Learn machine learning in Python through hands-on examples.

github.com/amueller/strata-nyc-2016

Problem

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Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

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Updates

September 2016

nicer toc formatting Sep 21
update title / location /time Sep 21

January 2016

fix pipeline svg X' Jan 21
minor fixes after talk Jan 21

December 2015

Revert "remove data file for conference wifi" Dec 1
use environment.yml to use conda with binder. Dec 1
add requirements for binder Dec 1
remove data file for conference wifi Dec 1

November 2015

update todo Nov 27
minor fixes to exercises Nov 27
fix typo in 00, use whole dataset in pca and manifold learning, fix t… Nov 27
add missing line in 01 Nov 27
fix "scatters" in load_iris. Nov 27
fix url for bit.ly link, add pdf Nov 27
add excercise for grid-searched pipeline. Nov 27
clean up whatsnew, add bigram slide Nov 27
move 08 and 09 forward after removing the old 07 (feature union) Nov 27
add out of core example, remove feature union Nov 27
add exercise + solution to grid-search, move stuff from text data int… Nov 27
make cross-validaiton look good with notebook backend, remove user-de… Nov 27