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MATHEMATICAL ANALYSIS FOR MACHINE LEARNING AND DATA MINING

732,86 
732,86 
2025-07-31 732.8600 InStock
Nemokamas pristatymas į paštomatus per 18-22 darbo dienų užsakymams nuo 19,00 

Knygos aprašymas

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.

Informacija

Autorius: Dan Simovici
Leidėjas: World Scientific
Išleidimo metai: 2018
Knygos puslapių skaičius: 986
ISBN-10: 9813229683
ISBN-13: 9789813229686
Formatas: Knyga kietu viršeliu
Kalba: Anglų
Žanras: Machine learning

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