Online Machine Learning
Gebundenes Buch

Online Machine Learning

A Practical Guide with Examples in Python

Herausgegeben: Bartz, Eva; Bartz-Beielstein, Thomas
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This book deals with the exciting, seminal topic of Online Machine Learning (OML). The content is divided into three parts: the first part looks in detail at the theoretical foundations of OML, comparing it to Batch Machine Learning (BML) and discussing what criteria should be developed for a meaningful comparison. The second part provides practical considerations, and the third part substantiates them with concrete practical applications.The book is equally suitable as a reference manual for experts dealing with OML, as a textbook for beginners who want to deal with OML, and as a scientific p...