This book is a general introduction to machine learning that can serve as a reference
book for researchers and a textbook for students. It covers fundamental modern
topics in machine learning while providing the theoretical basis and conceptual tools
needed for the discussion and justification of algorithms. It also describes several
key aspects of the application of these algorithms.
资源简介:This book is a general introduction to machine learning that can serve as a reference book for researchers and a textbook for students. It covers fundamental modern topics in machine learning while providing the theoretical basis and concep...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:The past decade has seen an explosion of machine learning research and appli- cations; especially, deep learning methods have enabled key advances in many applicationdomains,suchas computervision,speechprocessing,andgameplaying. However, th...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Machinelearninghasgreatpotentialforimprovingproducts,processesandresearch.Butcomputers usually do not explain their predictions which is a barrier to the adoption of machine learning. This book is about making machine learning models and th...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Much has been written concerning the manner in which healthcare is changing, with a particular emphasis on how very large quantities of data are now being routinely collected during the routine care of patients. The use of machine learning ...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Machine learning is about designing algorithms that automatically extract valuable information from data. The emphasis here is on “automatic”, i.e., machine learning is concerned about general-purpose methodologies that can be applied to ...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:算法实现:Jieping Ye. Generalized low rank approximations of matrices. Machine Learning, Vol. 61, pp. 167-191, 2005.
上传时间: 2015-08-29
上传用户:invtnewer
资源简介:AdaBoost is an efficient tool in machine learning. It can combine a series of weak learners into a strong learner. Besides pattern classification, it also can be applied into feature selection. This document explains the use of AdaBoost.
上传时间: 2013-12-06
上传用户:小宝爱考拉
资源简介:solution mannual of the book-Pattern recognition and machine learning!
上传时间: 2014-12-22
上传用户:koulian
资源简介:Machine learning is a broad and fascinating field. Even today, machine learning technology runs a substantial part of your life, often without you knowing it. Any plausible approach to artifi- cial intelligence must involve learning, at som...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development ove...
上传时间: 2020-06-10
上传用户:shancjb