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Deep Learning Models

There are different types of deep learning models including Single Layer Perceptron Model (SLP); Multi-layer Perceptron Model (MLP); Convolutional Neural Networks (CNNs); Recurrent Neural Networks (RNNs); Restricted Boltzmann Machines (RBMs); and Deep Belief Networks (DBNs). This chapter takes a look...
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Statistical Concepts

Probability There are many occurrences that cannot be explained how and why it happened. The best we can do about such events is to speculate on the probable cause and likely occurence. This is what probability is all about. Probability...
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What is Deep learning

Artificial Intelligence is one of the most transformed technologies of this generation. But this generation is not all about AI since researchers have made advances in other areas like Machine Learning and Deep Learning. The three are complementary. This chapt...
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Neural Networks

A neural network refers to a computer system whose modeling is inspired by the kinds of inter-connections in the human brain and nervous system. This chapter introduces you to two key neural networks, namely artificial neural networks and deep neural...
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Deep Learning Applications

Speech recognition Speech recognition is a piece of technology that makes it possible for machines to understand human-language and then change it to machine-readable code for the execution of specific instructions. We all know that machines only think in 0’...
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