£69.83

Springer Deep Learning with R

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£70 today · usual range £64–£70 · best ever £64

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Last 71 days · 71 data points (no recent data)

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£70.24 £63.09 £64.65 £66.21 £67.77 £69.33 £70.89 25 April 2026 12 May 2026 30 May 2026 16 June 2026 04 July 2026

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19 days 28 days 8 days 16 days · current 0 7 14 21 28 £64 £65 £69 £70 Days at Price

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Most common price: £65 (28 days, 39.4%)

Price range: £64 - £70

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Description

Deep Learning with R introduces deep learning and neural networks using the R programming language. The book builds on the understanding of the theoretical and mathematical constructs and enables the reader to create applications on computer vision, natural language processing and transfer learning. The book starts with an introduction to machine learning and moves on to describe the basic architecture, different activation functions, forward propagation, cross-entropy loss and backward propagation of a simple neural network. It goes on to create different code segments to construct deep neural networks. It discusses in detail the initialization of network parameters, optimization techniques, and some of the common issues surrounding neural networks such as dealing with NaNs and the vanishing/exploding gradient problem. Advanced variants of multilayered perceptrons namely, convolutional neural networks and sequence models are explained, followed by application to different use cases. The book makes extensive use of the Keras and TensorFlow frameworks.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
26 April 2019
Listed Since
28 November 2018

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