6
$\begingroup$

I am studying Machine Learning and implementing ML algorithms with Matlab. I follow Ethem Alpaydin, Duda and Hart, Bishop and Mitchell's books. However none of them exactly give the pseudo codes and algorithm based examples and code snippets as usual.

Are there any books which follow topics with code examples with Matlab or Java or Python?

Improve this question
$\endgroup$

4 Answers 4

Reset to default
4
$\begingroup$

Machine Learning, Stephen Marsland. One of the best practical, Python based, texts I've come across.

Improve this answer
$\endgroup$
1
  • $\begingroup$ agree with that easy to read not as confusing as Bishop for beginners. $\endgroup$
    – berkay
    Commented Jan 9, 2013 at 20:51
4
$\begingroup$

Bayesian Reasoning and Machine Learning by Barber. It is freely available. In addition, there is Matlab toolbox of the book.

Improve this answer
$\endgroup$
1
  • $\begingroup$ Seems good, though I'd like to avoid matlab. Thanks. $\endgroup$
    – MadHatter
    Commented Aug 4, 2015 at 19:43
4
$\begingroup$

The recently published

Machine learning: a probabilistic perspective, By Kevin Murphy

comes with an excellent and very extensive Matlab toolkit for Machine learning, which includes code for examples discussed in the book.

Improve this answer
$\endgroup$
1
  • $\begingroup$ I'd prefer to not use proprietary software, but the book seems to be very valuable from a theoretical standpoint, thanks. $\endgroup$
    – MadHatter
    Commented Aug 4, 2015 at 19:42
1
$\begingroup$

WEKA is fully implemented in Java.

http://www.cs.waikato.ac.nz/ml/weka/

It has its own manual and book. You can find the manual in the WEKA directory if you install it or straight away in the zip file if you don't download the self-extracting.

Improve this answer
$\endgroup$
0

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.