£64.86

Springer Deep Learning with R

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£69.97 £58.66 £61.13 £63.60 £66.06 £68.53 £71.00 01 February 2025 09 May 2025 15 August 2025 21 November 2025 27 February 2026

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61 days 169 days 73 days · current 38 days 51 days 0 42 85 127 169 £60-62 £62-64 £64-66 £66-68 £68-70 Days at Price

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Price range: £60 - £70

Price levels: 5 price ranges over 392 days

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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