April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Fully recurrent neural networks
A fully RNN is a network of neurons, each with a directed (one-way) connection to every other neuron. Each neuron has a time-varying, real-valued activation. Each connection has a modifiable real-valued weight. Input neurons, output neurons, and hidden neurons are expected. This type of network is a multilayer perceptron with the previous set of hidden unit activations feeding back into the network along with the inputs, as shown in the following figure:
At each step, each non-input unit calculates its current activation as a nonlinear function of the weighted sum of activations of all units that connect to ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.