Mathematical Analysis for Machine Learning and Data MiningКНИГИ » ПРОГРАММИНГ
Название: Mathematical Analysis for Machine Learning and Data Mining Автор: Dan Simovici Издательство: World Scientific Publishing Год: 2018 Страниц: 986 Формат: True PDF Размер: 10 Mb Язык: English
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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Mathematical Analysis for Machine Learning and Data Mining 
