Machine Learning: The Complete Guide by
Publisher: Wikipedia 2014
Contents: Introduction and Main Principles; Background and Preliminaries; Knowledge discovery in Databases; Reasoning; Search Methods; Statistics; Main Learning Paradigms; Classification Tasks; Online Learning; Semi-supervised learning; Lazy learning and nearest neighbors; Decision Trees; Linear Classifiers; Statistical classification; Evaluation of Classification Models; Features Selection and Features Extraction; Clustering; etc.
Computers & Internet Computer Science Artificial Intelligence Machine Learning