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

By Jeff Heaton

Neural networks were a mainstay of man-made intelligence considering the fact that its earliest days. Now, fascinating new applied sciences comparable to deep studying and convolution are taking neural networks in daring new instructions. during this e-book, we'll show the neural networks in quite a few real-world projects similar to picture popularity and knowledge technological know-how. We research present neural community applied sciences, together with ReLU activation, stochastic gradient descent, cross-entropy, regularization, dropout, and visualization.

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