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With the resurgence of neural networks within the 2010s, deep studying has grow to be important for machine studying practitioners and even many software program engineers. This e-book offers a complete introduction for information scientists and software program engineers with machine studying expertise. Youâ??ll begin with deep studying fundamentals and transfer rapidly to the main points of vital superior architectures, implementing all the pieces from scratch alongside the best way.
Writer Seth Weidman reveals you the way neural networks work utilizing a primary rules method. Youâ??ll discover ways to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the bottom up. With an intensive understanding of how neural networks work mathematically, computationally, and conceptually, youâ??ll be arrange for fulfillment on all future deep studying tasks.
This e-book offers:
Extraordinarily clear and thorough psychological modelsâ??accompanied by working code examples and mathematical explanationsâ??for understanding neural networks Strategies for implementing multilayer neural networks from scratch, utilizing an easy-to-understand object-oriented framework Working implementations and clear-cut explanations of convolutional and recurrent neural networks Implementation of those neural community ideas utilizing the favored PyTorch framework
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ASIN : 1492041416
Writer : O’Reilly Media
Publication date : Oct. 15 2019
Version : 1st
Language : English
Print size : 250 pages
ISBN-10 : 935213902X
ISBN-13 : 978-9352139026
Merchandise weight : 1.05 kg
Dimensions : 17.78 x 1.27 x 22.86 cm
Greatest Sellers Rank: #279,431 in Books (See Prime 100 in Books) #52 in Machine Concept #75 in AI Concept of Computing #86 in Information Mining
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