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Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)

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Title: Udemy - TheGroup: NOGRPSource: Udemy
Info Hash
15B4D062A18983C064A36B9A8F7AC3A7C59709BA
Source
Unverified
Total Size
13.38 GB
Total Files
100
Seeders
2
Leechers
0
Health
2.00
Score
4
Type
Bookware

File List

FileSize
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/001 BEFORE STARTING...PLEASE READ THIS.html630 B
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/002 What Can Deep Learning Do.mp4156.25 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/002 What Can Deep Learning Do.vtt16.47 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/003 The Rise of Deep Learning.mp441.8 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/003 The Rise of Deep Learning.vtt7.41 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/004 The Essence of Neural Networks.mp449.99 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/004 The Essence of Neural Networks.vtt11.52 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/005 The Perceptron.mp480.4 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/005 The Perceptron.vtt19.14 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/006 Gradient Descent.mp427.7 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/006 Gradient Descent.vtt13.76 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/007 The Forward Propagation.mp440.41 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/007 The Forward Propagation.vtt12.51 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/008 Before Proceeding with the Backpropagation.html341 B
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/009 Backpropagation Part 1.mp421.7 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/009 Backpropagation Part 1.vtt12.79 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/010 Backpropagation Part 2.mp420.15 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/01 - How Neural Networks and Backpropagation Works/010 Backpropagation Part 2.vtt10.93 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/001 Mean Squared Error (MSE).mp413.57 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/001 Mean Squared Error (MSE).vtt8.41 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/002 L1 Loss (MAE).mp453.69 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/002 L1 Loss (MAE).vtt10 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/003 Huber Loss.mp420.19 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/003 Huber Loss.vtt7.48 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/004 Binary Cross Entropy Loss.mp429.95 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/004 Binary Cross Entropy Loss.vtt15.45 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/005 Cross Entropy Loss.mp417.23 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/005 Cross Entropy Loss.vtt9.78 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/006 Softmax Function.mp432.63 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/006 Softmax Function.vtt8.96 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/007 Softmax with Temperature Controlling your distribution.html394 B
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/008 KL divergence Loss.mp418.66 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/008 KL divergence Loss.vtt8.71 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/009 Contrastive Loss.mp442.86 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/009 Contrastive Loss.vtt14.41 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/010 Hinge Loss.mp448.54 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/010 Hinge Loss.vtt14.93 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/011 Triplet Ranking Loss.mp486.68 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/011 Triplet Ranking Loss.vtt14.87 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/02 - Loss Functions/012 Practical Loss Functions Note.html179 B
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/001 Why we need activation functions.mp416.57 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/001 Why we need activation functions.vtt4.66 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/002 Sigmoid Activation.mp414.8 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/002 Sigmoid Activation.vtt7.48 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/003 Tanh Activation.mp410.58 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/003 Tanh Activation.vtt3.75 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/004 ReLU and PReLU.mp414.94 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/004 ReLU and PReLU.vtt8.32 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/005 Exponentially Linear Units (ELU).mp48.21 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/005 Exponentially Linear Units (ELU).vtt4.43 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/006 Gated Linear Units (GLU).mp419.01 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/006 Gated Linear Units (GLU).vtt3.64 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/007 Swish Activation.mp49.01 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/007 Swish Activation.vtt4.69 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/008 Mish Activation.mp427.92 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/03 - Activation Functions/008 Mish Activation.vtt6.84 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/001 Overfitting.mp416.59 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/001 Overfitting.vtt5.81 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/002 L1 and L2 Regularization.mp422.59 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/002 L1 and L2 Regularization.vtt10.74 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/003 Dropout.mp451.26 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/003 Dropout.vtt10.87 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/004 DropConnect.mp410.08 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/004 DropConnect.vtt2.05 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/005 Normalization.mp49.26 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/005 Normalization.vtt5.52 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/006 Batch Normalization.mp468.61 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/006 Batch Normalization.vtt14.46 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/007 Layer Normalization.mp433.18 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/007 Layer Normalization.vtt9.14 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/008 Group Normalization.mp418.96 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/04 - Regularization and Normalization/008 Group Normalization.vtt7.16 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/001 Batch Gradient Descent.mp435.29 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/001 Batch Gradient Descent.vtt7.51 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/002 Stochastic Gradient Descent.mp412.13 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/002 Stochastic Gradient Descent.vtt5.93 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/003 Mini-Batch Gradient Descent.mp45 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/003 Mini-Batch Gradient Descent.vtt3.13 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/004 Exponentially Weighted Average Intuition.mp414.36 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/004 Exponentially Weighted Average Intuition.vtt6.23 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/005 Exponentially Weighted Average Implementation.mp427.53 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/005 Exponentially Weighted Average Implementation.vtt10.3 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/006 Bias Correction in Exponentially Weighted Averages.mp419.76 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/006 Bias Correction in Exponentially Weighted Averages.vtt7.18 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/007 Momentum.mp418.38 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/007 Momentum.vtt6.99 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/008 RMSProp.mp426 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/008 RMSProp.vtt13.68 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/009 Adam Optimization.mp452.97 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/009 Adam Optimization.vtt8.4 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/010 SWATS - Switching from Adam to SGD.mp46.35 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/010 SWATS - Switching from Adam to SGD.vtt1.88 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/011 Weight Decay.mp454.24 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/011 Weight Decay.vtt8.41 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/012 Decoupling Weight Decay.mp435 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/012 Decoupling Weight Decay.vtt5.25 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/013 AMSGrad.mp460.9 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/05 - Optimization/013 AMSGrad.vtt10.54 KB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/06 - Hyperparameter Tuning and Learning Rate Scheduling/001 Introduction to Hyperparameter Tuning and Learning Rate Recap.mp411.8 MB
Udemy - The Complete Neural Networks Bootcamp Theory, Applications (11.2021)/06 - Hyperparameter Tuning and Learning Rate Scheduling/001 Introduction to Hyperparameter Tuning and Learning Rate Recap.vtt6.07 KB

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