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Building Blocks of DNN PDF PDF

21 Pages·2020·English
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by ['Ambreen Abdul razzaque']| 2020| 21 pages| English

About Building Blocks of DNN PDF

Umair bin Mansoor gives a lecture on the building blocks of deep neural networks (DNNs). He discusses forward and backward propagation for a single layer, including the calculations for the output, input, weights, and biases. He also defines hyperparameters as parameters that determine the weights and biases for each layer, such as the learning rate, number of iterations, number of hidden layers and units, activation functions, and more. Finally, he notes that DNN application is empirical and requires tuning hyperparameters for optimal performance.

Detailed Information

Author:['Ambreen Abdul razzaque']
Publication Year:2020
Pages:21
Language:English
Format:PDF
Price:FREE
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