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Introduction to Deep Learning Using R
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction to Deep Learning
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Altmetric BadgeChapter 2 Mathematical Review
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Altmetric BadgeChapter 3 A Review of Optimization and Machine Learning
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Altmetric BadgeChapter 4 Single and Multilayer Perceptron Models
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Altmetric BadgeChapter 5 Convolutional Neural Networks (CNNs)
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Altmetric BadgeChapter 6 Recurrent Neural Networks (RNNs)
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Altmetric BadgeChapter 7 Autoencoders, Restricted Boltzmann Machines, and Deep Belief Networks
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Altmetric BadgeChapter 8 Experimental Design and Heuristics
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Altmetric BadgeChapter 9 Hardware and Software Suggestions
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Altmetric BadgeChapter 10 Machine Learning Example Problems
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Altmetric BadgeChapter 11 Deep Learning and Other Example Problems
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Altmetric BadgeChapter 12 Closing Statements