Chapter 4 Deep Neural Network Overview

por Mohammed Shalgham 784,718 KB • 39 archivos

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001. Neuron and Perceptron.mp4

001. Neuron and Perceptron.mp4

002. DNN Architecture.mp4

002. DNN Architecture.mp4

003. DNN Architecture Quiz.mp4

003. DNN Architecture Quiz.mp4

004. DNN Architecture Solution.mp4

004. DNN Architecture Solution.mp4

005. FeedForward FullyConnected MLP.mp4

005. FeedForward FullyConnected MLP.mp4

006. Calculating Number of Weights of DNN.mp4

006. Calculating Number of Weights of DNN.mp4

007. Calculating Number of Weights of DNN Quiz.mp4

007. Calculating Number of Weights of DNN Quiz.mp4

008. Calculating Number of Weights of DNN Solution.mp4

008. Calculating Number of Weights of DNN Solution.mp4

009. Number of Neurons Versus Number of Layers.mp4

009. Number of Neurons Versus Number of Layers.mp4

010. Discriminative Versus Generative Learning.mp4

010. Discriminative Versus Generative Learning.mp4

011. Universal Approximation Theorem.mp4

011. Universal Approximation Theorem.mp4

012. Why Depth.mp4

012. Why Depth.mp4

013. Decision Boundary in DNN.mp4

013. Decision Boundary in DNN.mp4

014. Decision Boundary in DNN Quiz.mp4

014. Decision Boundary in DNN Quiz.mp4

015. Decision Boundary in DNN Solution.mp4

015. Decision Boundary in DNN Solution.mp4

016. BiasTerm.mp4

016. BiasTerm.mp4

017. BiasTerm Quiz.mp4

017. BiasTerm Quiz.mp4

018. BiasTerm Solution.mp4

018. BiasTerm Solution.mp4

019. Activation Function.mp4

019. Activation Function.mp4

020. Activation Function Quiz.mp4

020. Activation Function Quiz.mp4

021. Activation Function Solution.mp4

021. Activation Function Solution.mp4

022. DNN Training Parameters.mp4

022. DNN Training Parameters.mp4

023. DNN Training Parameters Quiz.mp4

023. DNN Training Parameters Quiz.mp4

024. DNN Training Parameters Solution.mp4

024. DNN Training Parameters Solution.mp4

025. Gradient Descent.mp4

025. Gradient Descent.mp4

026. Backpropagation.mp4

026. Backpropagation.mp4

027. Training DNN Animation.mp4

027. Training DNN Animation.mp4

028. Weight Initialization.mp4

028. Weight Initialization.mp4

029. Weight Initialization Quiz.mp4

029. Weight Initialization Quiz.mp4

030. Weight Initialization Solution.mp4

030. Weight Initialization Solution.mp4

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