Introduction to Machine Learning (original book 3rd edition)(Chinese Edition)

Pub 2016-01-01 356 Machinery Industry Press machine learning computer programming goal is to use sample data or past experience to solve the given problem. There have been many successful applications of machine learning. including the analysis of past sales data to predict customer behavior. and optimize the behavior of the robot in order to use fewer resources to accomplish the task. as well as a variety of systems to extract knowledge from bioinformatics data. This book is a comprehensive textbooks on machine learning. some of which are in the general content of the book An Introduction to machine learning little introduction. The main contents include supervised learning. Bayesian decision theory. parametric. semi-parametric and non-parametric methods. multivariate analysis. hidden Markov model. reinforcement learning. ...