Bayesian Reasoning and Machine Learning D. Barber

Barber, David 2012 Cambridge University Press 735 Barber, David (University College London) Hardback

This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.