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

By Jeff Heaton

Neural networks were a mainstay of man-made intelligence considering the fact that its earliest days. Now, fascinating new applied sciences resembling deep studying and convolution are taking neural networks in daring new instructions. during this booklet, we are going to show the neural networks in various real-world projects equivalent to snapshot attractiveness and knowledge technological know-how. We learn present neural community applied sciences, together with ReLU activation, stochastic gradient descent, cross-entropy, regularization, dropout, and visualization.

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