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For someone interested in neural networks, deep learning and stuff like that, is this a useful course? Also, how valuable a skill-set is R?
by jajaBinks 11y ago
For someone interested in neural networks, deep learning and stuff like that, is this a useful course? Also, how valuable a skill-set is R?
- washedup 11y agoThere is not much here about deep learning or neural networks, but from a "how to measure and rate models" perspective, it is very helpful. I consider R to be a very useful skill-set. I have used it for solving many issues, both in and out of stats.
- phillipamann 11y agoThis course is more of an introduction to statistics.
- screwedup 11y agoNo, it's an introduction to Machine Learning (without much neural network stuff).
- bcaine 11y agoTwo courses I've found are very good for Neural Networks & Deep Learning are Karpathy's CS231n from Stanford[0] and Nando de Freitas's Deep Learning class from Oxford[1][2]. Been through parts of both and they seem really good. That said, I'd bet that both of these classes would be a lot more meaningful after either Hastie's class (listed here) or Andrew Ng's course. [0] http://cs231n.github.io/ http://cs231n.github.io/ [1] https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPo... [2] http://www.cs.ox.ac.uk/teaching/courses/2014-2015/ml/ http://www.cs.ox.ac.uk/teaching/courses/2014-2015/ml/
- nl 11y agoFor someone interested in neural networks, deep learning and stuff like that, is this a useful course? Not really (depending on exactly what "stuff like that" means) Also, how valuable a skill-set is R? Very
- bonoboTP 11y agoI usually hear from skilled people that the language is usually not a big deal and I tend to agree. I mean if you know what you're doing, the framework is not that important. It's just a constant-time overhead to learn how things are in R, if you already know it in, say, Matlab or the python-numpy-scipy ecosystem.
- nl 11y agoYes. If you know - say Python + Scikit + Numpy, or Matlab then R isn't that valuable. If you don't know any statistical processing package/language/whatever, then learning one is valuable, and R isn't a bad one to know.
- argonaut 11y agoMore broadly, are you interested in getting a job in machine learning? If yes, then this stuff is a requirement. You won't be taken seriously if all you know is deep learning.