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Chapter 4 Deep Neural Network Overview

ng Mohammed Shalgham
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39 mga file • 784,718 KB
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10:39
001. Neuron and Perceptron.mp4
10:39
mp4
45,593 KB
Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
45,593 KB
1 isang taon nakaraan
Mohammed Shalgham
07:30
002. DNN Architecture.mp4
07:30
mp4
27,932 KB
Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
00:50
003. DNN Architecture Quiz.mp4
00:50
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
01:11
004. DNN Architecture Solution.mp4
01:11
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
04:26
005. FeedForward FullyConnected MLP.mp4
04:26
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17,091 KB
Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
06:04
006. Calculating Number of Weights of DNN.mp4
06:04
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22,911 KB
Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
00:22
007. Calculating Number of Weights of DNN Quiz.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
00:59
008. Calculating Number of Weights of DNN Solution.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
08:26
009. Number of Neurons Versus Number of Layers.mp4
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25,716 KB
Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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05:11
010. Discriminative Versus Generative Learning.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
06:20
011. Universal Approximation Theorem.mp4
06:20
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
04:14
012. Why Depth.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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Mohammed Shalgham
05:48
013. Decision Boundary in DNN.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:52
014. Decision Boundary in DNN Quiz.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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02:46
015. Decision Boundary in DNN Solution.mp4
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05:12
016. BiasTerm.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:28
017. BiasTerm Quiz.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:53
018. BiasTerm Solution.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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08:13
019. Activation Function.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:36
020. Activation Function Quiz.mp4
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01:11
021. Activation Function Solution.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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11:00
022. DNN Training Parameters.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:36
023. DNN Training Parameters Quiz.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:42
024. DNN Training Parameters Solution.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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08:11
025. Gradient Descent.mp4
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11:07
026. Backpropagation.mp4
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03:41
027. Training DNN Animation.mp4
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09:24
028. Weight Initialization.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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00:38
029. Weight Initialization Quiz.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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01:01
030. Weight Initialization Solution.mp4
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Mohammed Shalgham sa Chapter 4 Deep Neural Network Overview
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