Mathematical Analysis for Machine Learning and Data Mining
HC gerader Rücken kaschiert
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ISBN-13:
9789813229686
Veröffentl:
2018
Einband:
HC gerader Rücken kaschiert
Erscheinungsdatum:
21.05.2018
Seiten:
986
Autor:
Dan Simovici
Gewicht:
1550 g
Format:
235x157x57 mm
Sprache:
Englisch
Beschreibung:
This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical analysis component of the typical mathematical curriculum for computer science students omits these very important ideas and techniques which are indispensable for approaching specialized area of machine learning centered around optimization such as support vector machines, neural networks, various types of regression, feature selection, and clustering. The book is of special interest to researchers and graduate students who will benefit from these application areas discussed in the book.
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