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Having worked with several large (fortune 500) data science teams, they generally do their development in Python and then throw their models over the fence for
by RhodesianHunter 9y ago
Having worked with several large (fortune 500) data science teams, they generally do their development in Python and then throw their models over the fence for us to productionize with Java.
The major difference I've seen between most of these companies is whether they've embraced Java 8 yet.
- twblalock 9y agoThis is my experience as well. The data science people, who need to do proofs of concept, use Python. The people who have to write large, complicated codebases that scale well and accept years of modification use statically-typed languages like Java and C#.