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Machine Learning Fundamentals A Concise Introduction - (BookRAR)

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name:Machine Learning Fundamentals A Concise Introduction - (BookRAR)
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This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

Book Details

   Language: English
   Published: 2022
   ISBN: 1108837042
   Format: PDF
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类别:Books
语言:English  English
总大小:63.97 MB
哈希信息:C4C42D0DEA5BD19E132EC167239DBBFB2F30FBC5
增加:bookrar Verified UploaderBook Worm
加入的日期:2022-01-22 22:17:01
洪流地位:Torrent Verified


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