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Titlebook: Deep Learning with Azure; Building and Deployi Mathew Salvaris,Danielle Dean,Wee Hyong Tok Book 2018 Mathew Salvaris, Danielle Dean, Wee Hy

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Band Structure and Scattering Mechanismsminal work done by Hubel and Wiesel (1962). They discovered that individual neuronal cells in the visual cortex responded only to the presence of visual features such as edges of certain orientations. From their experiments they deduced that the visual cortex contains a hierarchical arrangement of n
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Band Structure and Scattering Mechanismsactor that figures out the optimal hidden-state representation of the input (in this case a vector of feature maps) and a classifier (typically a fully connected layer). This chapter focuses on the hidden-state representation of other forms of data and explores RNNs. RNNs are especially useful for a
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Is Nuclear Deterrence Still Relevant?model does not become useful until it is deployed somewhere and consumed by the end user. This chapter describes the various options available on Azure to deploy your models. We provide general guidelines on what to use and when, but this is by no means an exhaustive guide to the Azure platform. In
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Trends in Deep Learningh by covering briefly some of the current limitations of deep learning as well as some other areas of AI that seem to hold promise for future AI applications, and discuss briefly some of the ethical and legal implications of deep learning applications.
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