Re:The Most Popular Language for Machine Learning
by IndianAstronaut on Thursday December 22, 2016 @07:38PM
(#13241833)
Not to join a flame war, but R makes it pretty easy to test multiple models on a single dataset as well. I have also noticed it does better stats and missing data handling out of the box.
Re:The Most Popular Language for Machine Learning
by suresk on Thursday December 22, 2016 @05:55PM
(#13241142)
I have played around with scikit-learn and love how simple and easy it is to work with, but the story for scaling it doesn't seem super straightforward - is this something anyone here has experience with?
I built a recommendation system in Spark earlier this year that used terabytes of input and would run it on a 40 node EMR cluster so it took less than half an hour. It wasn't trivial to make it run in a clustered environment, but it wasn't very hard either.
Re:The Most Popular Language for Machine Learning
by pwang on Friday December 23, 2016 @07:39AM
(#13244446)
Out of curiosity, were you using spark-scala or pyspark?
Re:The Most Popular Language for Machine Learning
by suresk on Friday December 23, 2016 @12:14PM
(#13245845)
I was using scala
Re:The Most Popular Language for Machine Learning
by stewbrew on Friday December 23, 2016 @02:50AM
(#13243512)
If you consider SPSS as an alternative, you'll probably really have no use for R. I agree that Python is more approachable for people with a CS background (unless your fan of array processing languages) but R actually is a nice language for data centric tasks.
The other advantage of Python is that as a scripting language it's very powerful for data wrangling and pre-processing, without needing all the boilerplate that e.g. C++ would require.