Mark Girolami: 2 books
by Mark Girolami
Language: English
Release Date: October 25, 2011
Language: English
Release Date: October 25, 2011
A First Course in Machine Learning covers the core mathematical and statistical techniques needed to understand some of the most popular machine learning algorithms. The algorithms presented span the main problem areas within machine learning: classification, clustering and projection. The text gives detailed descriptions and derivations for a smal
by Michael Stumpf, David J. Balding, Mark Girolami
Language: English
Release Date: September 9, 2011
Language: English
Release Date: September 9, 2011
Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical...