Archive

Posts Tagged ‘CRAN’

Machine Learning

Mahoot
http://mahout.apache.org/

Machine Learning and Hadoop by Josh Will
http://www.youtube.com/watch?v=5p06Xg5REj0&feature=youtube_gdata

Pycon 2012 ML and Python Talks
http://aimotion.blogspot.com/2012/03/some-data-and-machine-learning-talks.html

Some ML Packages in Python

Bay Area Vision Meeting: Unsupervised Feature Learning and Deep Learning
http://www.youtube.com/watch?v=ZmNOAtZIgIk

The Future of Robotics and Artificial Intelligence (Andrew Ng, Stanford University, STAN 2011)
http://www.youtube.com/watch?v=AY4ajbu_G3k

a machine learning definition:
“A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience E.” — Mitchell, Tom M. (1997). Machine Learning, McGraw Hill. ISBN 0-07-042807-7, p.2.

ML Videos
http://videolectures.net/Top/Computer_Science/Machine_Learning/

Guide to Getting Started in Machine Learning
http://abeautifulwww.com/2009/10/11/guide-to-getting-started-in-machine-learning/

Stanford – Artificial Intelligence | Machine Learning
http://see.stanford.edu/see/lecturelist.aspx?coll=348ca38a-3a6d-4052-937d-cb017338d7b1

Welcome to the UC Irvine Machine Learning Repository!
http://archive.ics.uci.edu/ml/

MLOSS

http://www.mloss.org/software/

CRAN Task View: Machine Learning & Statistical Learning
http://cran.r-project.org/web/views/MachineLearning.html

MIT – 18.06 Linear Algebra
http://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/index.htm