Machine learning

Question

Hi
which program language will be more "efficiency" for machine learning

Answer 1

Most companies I know work in Python or R and transfer computing to Spark or AWS. I know two that compile worked out ML algorithms to applications, one of them uses C++ and one - Java. But it's rarely done, most of the time you need to constantly update your learning algorithm and it's obviously easier done in scripting langs.

Answer 2

For serious projects you would require an external computation power anyway, so that doesn't make a big diff.
Python has some machine learning and deep learning neural networks-oriented libraries which are efficient enough for solo projects and easily redirect computing to clusters, if needed.

Answer 3

Depends on what you mean by efficiency. If you mean performance, go with c++. If you mean libraries and a shorter development time, go with python

Answer 4

Possibly Python, or MATlab.

Answer 5

so python is good enough for solo project
so i cant work on it in a company for example ? they will asking for c++