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Chapter 4 Deep Neural Network Overview

透過 Mohammed Shalgham 784,718 KB • 39 文件

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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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