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Classification using Pandas and Scikit-Learn
--client
depy
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depy_2015
--room room_LL104 9775 --force
Next: 11 Getting Started with Cassandra and Python
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Marks
Author(s):
Skipper Seabold
Location
Room LL104
Date
may Sat 30
Days Raw Files
Start
10:20
First Raw Start
10:17
Duration
00:50:00
Offset
0:02:57
End
11:10
Last Raw End
11:12
Chapters
00:00
Total cuts_time
45 min.
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This will be a tutorial-style talk demonstrating how to use pandas and scikit-learn to do classification tasks. We will do some data munging and visualization using pandas and matplotlib. Then we will introduce some of the different classifiers in scikit-learn and show how to include them into a classification pipeline to produce the best predictive model. Interactive IPython/Jupyter notebooks will be provided.
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2015-05-30/10_17_03.dv
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