Artificial Intelligence for Humans, Volume 3: Deep Learning by Jeff Heaton

By Jeff Heaton

Neural networks were a mainstay of synthetic intelligence on account that its earliest days. Now, interesting new applied sciences similar to deep studying and convolution are taking neural networks in daring new instructions. during this ebook, we'll display the neural networks in numerous real-world projects reminiscent of photograph reputation and knowledge technology. We research present neural community applied sciences, together with ReLU activation, stochastic gradient descent, cross-entropy, regularization, dropout, and visualization.

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