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Hands-On Machine Learning with C# by Matt R. Cole

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Deep Belief – Deep Networks and Dreaming

We've all heard of deep learning, but how many of us know what a Deep Belief Network is? Let's start this chapter by answering that very question. A Deep Belief Network is a very advanced form of machine learning, one whose meaning is rapidly evolving. As a machine learning developer, it's important that you have a bit of exposure to this concept so that you are familiar with it when you encounter it or it encounters you!

In machine learning, a Deep Belief Network is technically a deep neural network. We should state that the meaning of deep, when it comes to deep learning or deep belief, means that the network is composed of multiple layers (hidden units). In a Deep Belief Network, these connections ...

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