Book Name: Mathematical Analysis For Machine Learning And Data Mining
Author: Dan A Simovici
Publisher: World Scientific Publishing
Pages: 985 / 968
File size: 5.63 MB
File format: PDF
Mathematical Analysis For Machine Learning And Data Mining Pdf Book Description:
This compendium provides a self-improvement introduction to mathematical investigation within the area of machine learning and data mining.
The mathematical evaluation part of the normal mathematical program for computer engineering students omits these very important ideas and techniques that are crucial for upcoming specialized field of machine learning based around optimization like support vector machinesand neural networks, various kinds of regression, attribute selection, and clustering. The publication is of interest for researchers and graduate students that will gain from these types of program areas discussed in this publication.
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