ajschumacher gadsdc issues

ajschumacher / gadsdc

materials for General Assembly Data Science DC course

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setosa.io materails are pretty cool

#246 ajschumacher opened 9 years ago
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maybe Jeff Leek's book is good?

#245 ajschumacher opened 9 years ago
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https://leanpub.com/LittleInferenceBook/read

#244 ajschumacher opened 9 years ago
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explains solving for Beta: http://www.evanmiller.org/linear-regression-for-fun-and-profit.html

#243 ajschumacher opened 9 years ago
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on reporting to PDF: http://pbpython.com/pdf-reports.html

#242 ajschumacher opened 9 years ago
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"Mining of Massive Datasets"

#241 ajschumacher opened 9 years ago
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http://www.slideshare.net/Ooblioob/mocking-in-python

#240 ajschumacher opened 9 years ago
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http://datascopeanalytics.com/what-we-think/2014/07/31/six-qualities-of-a-great-data-scientist

#239 ajschumacher opened 9 years ago
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http://turing.plymouth.edu/~zshen/Webfiles/notes/CS3600/programming.pdf "opportunistic programming"

#238 ajschumacher opened 9 years ago
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https://github.com/variety/variety possibly useful for exploring JSON data sets in general?

#237 ajschumacher opened 9 years ago
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http://ferd.ca/awk-in-20-minutes.html good stuff! but not for one-liners

#236 ajschumacher opened 9 years ago
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http://blog.yhathq.com/posts/naive-bayes-in-python.html

#235 ajschumacher opened 9 years ago
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http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/key_differences_between_python_2_and_3.ipynb

#234 ajschumacher opened 9 years ago
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https://work.caltech.edu/telecourse.html

#233 ajschumacher opened 9 years ago
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http://myweb.uiowa.edu/cavaaugh/ms_seminar.html

#232 ajschumacher opened 9 years ago
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check out thing on eig. visually

#231 ajschumacher opened 9 years ago
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idea for data-munging exercise

#230 ajschumacher opened 9 years ago
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reintegrate questions that were shuffled off

#229 ajschumacher opened 9 years ago
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another link for explaining adaboost

#228 ajschumacher opened 9 years ago
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more git/hub resources?

#227 ajschumacher opened 9 years ago
1
another command-line resource?

#226 ajschumacher opened 9 years ago
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another neat neural net thing: http://cs.stanford.edu/people/karpathy/convnetjs/

#225 ajschumacher opened 9 years ago
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add another stats textbook?

#224 ajschumacher opened 9 years ago
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tweak slides a little

#223 ajschumacher closed 9 years ago
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complexity of trying all trees is O(2^n)?

#222 ajschumacher opened 9 years ago
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add Ben's stats book?

#221 ajschumacher opened 9 years ago
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more syntax practice/review/warm-ups (?)

#220 ajschumacher opened 9 years ago
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add NLP stub with Liz's slides

#219 ajschumacher closed 9 years ago
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change fixes.bincount to np.bincount in k-means exercise!

#218 ajschumacher opened 9 years ago
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better method for subsetting columns

#217 justmarkham closed 9 years ago
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remove unused import

#216 justmarkham closed 9 years ago
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add example solution to SVM exercise

#215 justmarkham closed 9 years ago
1
fix broken link

#214 justmarkham closed 9 years ago
1
Tiny fixes

#213 justmarkham closed 9 years ago
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add links to ISLR videos - closes #58

#212 justmarkham closed 9 years ago
1
make an NLP stub?

#211 ajschumacher closed 9 years ago
1
add jeopardy questions to datasets list

#210 justmarkham closed 9 years ago
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'recommend' updates; really mostly dim. reduc. etc.

#209 ajschumacher closed 9 years ago
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quick issues

#208 ajschumacher closed 9 years ago
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http://pythontesting.net/

#207 ajschumacher closed 9 years ago
1
http://people.inf.elte.hu/kiss/13dwhdm/roc.pdf

#206 ajschumacher closed 9 years ago
1
http://ww2.coastal.edu/kingw/statistics/R-tutorials/logistic.html

#205 ajschumacher closed 9 years ago
1
add naive bayes spam classifier example solution

#204 justmarkham closed 9 years ago
1
score_func is deprecated in sklearn 0.15

#203 justmarkham closed 9 years ago
1
small updates to linear_py README

#202 justmarkham closed 9 years ago
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take out R-specific things from 11-bayes slides

#201 ajschumacher closed 9 years ago
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remove spaces from filename

#200 justmarkham closed 9 years ago
1
add something with Ben's python post

#199 ajschumacher closed 9 years ago
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a little more for 11 and 12

#198 ajschumacher closed 9 years ago
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update naive bayes class and close some issues

#197 ajschumacher closed 9 years ago
0