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Mathematical Analysis For Machine Learning And Data Mining
Dan A Simovici
出版World Scientific, 2018-05-22
主題Computers / Machine TheoryComputers / Data Science / Data AnalyticsComputers / Artificial Intelligence / General
ISBN98132297059789813229709
URLhttp://books.google.com.hk/books?id=7hVeDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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. Related Link(s)