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[FreeTutorials.Us] deeplearning
magnet:?xt=urn:btih:897fce056ea3482472f40c8b8c7f07cbf8f1a28f&dn=[FreeTutorials.Us] deeplearning
磁力链接详情
Hash值:
897fce056ea3482472f40c8b8c7f07cbf8f1a28f
点击数:
51
文件大小:
3.25 GB
文件数量:
157
创建日期:
2018-2-15 06:29
最后访问:
2025-1-20 04:35
访问标签:
FreeTutorials
Us
deeplearning
文件列表详情
01 Welcome to the course/001 What is Deep Learning.mp4 31.31 MB
01 Welcome to the course/002 Installing Python.mp4 20.38 MB
01 Welcome to the course/003 How to get the dataset.mp4 6.48 MB
03 ANN Intuition/006 Plan of Attack.mp4 4.74 MB
03 ANN Intuition/007 The Neuron.mp4 29.57 MB
03 ANN Intuition/008 The Activation Function.mp4 14.75 MB
03 ANN Intuition/009 How do Neural Networks work.mp4 23.53 MB
03 ANN Intuition/010 How do Neural Networks learn.mp4 26.55 MB
03 ANN Intuition/011 Gradient Descent.mp4 18.53 MB
03 ANN Intuition/012 Stochastic Gradient Descent.mp4 16.82 MB
03 ANN Intuition/013 Backpropagation.mp4 10.92 MB
04 Building an ANN/015 How to get the dataset.mp4 6.48 MB
04 Building an ANN/016 Business Problem Description.mp4 16.37 MB
04 Building an ANN/017 Building an ANN - Step 1.mp4 24.28 MB
04 Building an ANN/018 Building an ANN - Step 2.mp4 45.86 MB
04 Building an ANN/019 Building an ANN - Step 3.mp4 8.37 MB
04 Building an ANN/020 Building an ANN - Step 4.mp4 5.95 MB
04 Building an ANN/021 Building an ANN - Step 5.mp4 29.58 MB
04 Building an ANN/022 Building an ANN - Step 6.mp4 7.05 MB
04 Building an ANN/023 Building an ANN - Step 7.mp4 8.99 MB
04 Building an ANN/024 Building an ANN - Step 8.mp4 18.18 MB
04 Building an ANN/025 Building an ANN - Step 9.mp4 16.89 MB
04 Building an ANN/026 Building an ANN - Step 10.mp4 17.43 MB
05 Homework Challenge - Should we say goodbye to that customer/028 Homework Solution.mp4 37.62 MB
06 Evaluating Improving and Tuning the ANN/029 Evaluating the ANN.mp4 55.84 MB
06 Evaluating Improving and Tuning the ANN/030 Improving the ANN.mp4 19.83 MB
06 Evaluating Improving and Tuning the ANN/031 Tuning the ANN.mp4 50.76 MB
09 CNN Intuition/034 Plan of attack.mp4 5.93 MB
09 CNN Intuition/035 What are convolutional neural networks.mp4 29.5 MB
09 CNN Intuition/036 Step 1 - Convolution Operation.mp4 31.02 MB
09 CNN Intuition/037 Step 1b - ReLU Layer.mp4 14.09 MB
09 CNN Intuition/038 Step 2 - Pooling.mp4 40.24 MB
09 CNN Intuition/039 Step 3 - Flattening.mp4 3.27 MB
09 CNN Intuition/040 Step 4 - Full Connection.mp4 42.74 MB
09 CNN Intuition/041 Summary.mp4 7.91 MB
09 CNN Intuition/042 Softmax Cross-Entropy.mp4 33.23 MB
10 Building a CNN/043 How to get the dataset.mp4 6.48 MB
10 Building a CNN/044 Introduction to CNNs.mp4 7.84 MB
10 Building a CNN/045 Building a CNN - Step 1.mp4 19.18 MB
10 Building a CNN/046 Building a CNN - Step 2.mp4 5.85 MB
10 Building a CNN/047 Building a CNN - Step 3.mp4 2.23 MB
10 Building a CNN/048 Building a CNN - Step 4.mp4 27.19 MB
10 Building a CNN/049 Building a CNN - Step 5.mp4 9.91 MB
10 Building a CNN/050 Building a CNN - Step 6.mp4 9.7 MB
10 Building a CNN/051 Building a CNN - Step 7.mp4 12.57 MB
10 Building a CNN/052 Building a CNN - Step 8.mp4 6.79 MB
10 Building a CNN/053 Building a CNN - Step 9.mp4 46.87 MB
10 Building a CNN/054 Building a CNN - Step 10.mp4 20.54 MB
11 Homework - Whats that pet/056 Homework Solution.mp4 40.96 MB
14 RNN Intuition/060 Plan of attack.mp4 4.19 MB
14 RNN Intuition/061 The idea behind Recurrent Neural Networks.mp4 37.3 MB
14 RNN Intuition/062 The Vanishing Gradient Problem.mp4 29.01 MB
14 RNN Intuition/063 LSTMs.mp4 45.96 MB
14 RNN Intuition/064 Practical intuition.mp4 52.84 MB
14 RNN Intuition/065 EXTRA LSTM Variations.mp4 7.33 MB
15 Building a RNN/066 Ethical Disclosure.mp4 18.27 MB
15 Building a RNN/067 How to get the dataset.mp4 6.48 MB
15 Building a RNN/068 Building a RNN - Step 1.mp4 30.32 MB
15 Building a RNN/069 Building a RNN - Step 2.mp4 7.99 MB
15 Building a RNN/070 Building a RNN - Step 3.mp4 9.11 MB
15 Building a RNN/071 Building a RNN - Step 4.mp4 12.02 MB
15 Building a RNN/072 Building a RNN - Step 5.mp4 6.86 MB
15 Building a RNN/073 Building a RNN - Step 6.mp4 11.19 MB
15 Building a RNN/074 Building a RNN - Step 7.mp4 4.16 MB
15 Building a RNN/075 Building a RNN - Step 8.mp4 7.73 MB
15 Building a RNN/076 Building a RNN - Step 9.mp4 7.91 MB
15 Building a RNN/077 Building a RNN - Step 10.mp4 6.72 MB
15 Building a RNN/078 Building a RNN - Step 11.mp4 18.97 MB
15 Building a RNN/079 Building a RNN - Step 12.mp4 18.18 MB
16 Homework Challenge - Google Stock Price Prediction/082 Homework Solution.mp4 15.02 MB
17 Evaluating Improving and Tuning the RNN/083 Evaluating the RNN.mp4 13.19 MB
19 SOMs Intuition/087 Plan of attack.mp4 5.19 MB
19 SOMs Intuition/088 How do Self-Organizing Maps Work.mp4 20.02 MB
19 SOMs Intuition/089 Why revisit K-Means.mp4 4.05 MB
19 SOMs Intuition/090 K-Means Clustering Refresher.mp4 25.01 MB
19 SOMs Intuition/091 How do Self-Organizing Maps Learn Part 1.mp4 31.1 MB
19 SOMs Intuition/092 How do Self-Organizing Maps Learn Part 2.mp4 18.65 MB
19 SOMs Intuition/093 Live SOM example.mp4 18.54 MB
19 SOMs Intuition/094 Reading an Advanced SOM.mp4 61.87 MB
19 SOMs Intuition/095 EXTRA K-means Clustering part 2.mp4 12.34 MB
19 SOMs Intuition/096 EXTRA K-means Clustering part 3.mp4 21.82 MB
20 Building a SOM/097 How to get the dataset.mp4 6.48 MB
20 Building a SOM/098 Building a SOM - Step 1.mp4 30.66 MB
20 Building a SOM/099 Building a SOM - Step 2.mp4 19.43 MB
20 Building a SOM/100 Building a SOM - Step 3.mp4 36.03 MB
20 Building a SOM/101 Building a SOM - Step 4.mp4 28.73 MB
21 Mega Case Study/102 Mega Case Study - Step 1.mp4 5.45 MB
21 Mega Case Study/103 Mega Case Study - Step 2.mp4 13.34 MB
21 Mega Case Study/104 Mega Case Study - Step 3.mp4 49.25 MB
21 Mega Case Study/105 Mega Case Study - Step 4.mp4 30.84 MB
23 Boltzmann Machine Intuition/107 Plan of attack.mp4 3.78 MB
23 Boltzmann Machine Intuition/108 Boltzmann Machine.mp4 31.92 MB
23 Boltzmann Machine Intuition/109 Energy-Based Models EBM.mp4 18.48 MB
23 Boltzmann Machine Intuition/110 Editing Wikipedia - Our Contribution to the World.mp4 27.33 MB
23 Boltzmann Machine Intuition/111 Restricted Boltzmann Machine.mp4 39.25 MB
23 Boltzmann Machine Intuition/112 Contrastive Divergence.mp4 29.55 MB
23 Boltzmann Machine Intuition/113 Deep Belief Networks.mp4 12.61 MB
23 Boltzmann Machine Intuition/114 Deep Boltzmann Machines.mp4 5.85 MB
24 Building a Boltzmann Machine/115 How to get the dataset.mp4 6.48 MB
24 Building a Boltzmann Machine/116 Installing Ubuntu on Windows.mp4 55.36 MB
24 Building a Boltzmann Machine/117 Installing PyTorch.mp4 5.71 MB
24 Building a Boltzmann Machine/118 Building a Boltzmann Machine - Introduction.mp4 34.05 MB
24 Building a Boltzmann Machine/120 Building a Boltzmann Machine - Step 1.mp4 30.45 MB
24 Building a Boltzmann Machine/121 Building a Boltzmann Machine - Step 2.mp4 29.57 MB
24 Building a Boltzmann Machine/122 Building a Boltzmann Machine - Step 3.mp4 25.95 MB
24 Building a Boltzmann Machine/123 Building a Boltzmann Machine - Step 4.mp4 64.52 MB
24 Building a Boltzmann Machine/124 Building a Boltzmann Machine - Step 5.mp4 15.44 MB
24 Building a Boltzmann Machine/125 Building a Boltzmann Machine - Step 6.mp4 25.21 MB
24 Building a Boltzmann Machine/126 Building a Boltzmann Machine - Step 7.mp4 31.19 MB
24 Building a Boltzmann Machine/127 Building a Boltzmann Machine - Step 8.mp4 39.4 MB
24 Building a Boltzmann Machine/128 Building a Boltzmann Machine - Step 9.mp4 20.39 MB
24 Building a Boltzmann Machine/129 Building a Boltzmann Machine - Step 10.mp4 33.15 MB
24 Building a Boltzmann Machine/130 Building a Boltzmann Machine - Step 11.mp4 22.39 MB
24 Building a Boltzmann Machine/131 Building a Boltzmann Machine - Step 12.mp4 41.57 MB
24 Building a Boltzmann Machine/132 Building a Boltzmann Machine - Step 13.mp4 58.52 MB
24 Building a Boltzmann Machine/133 Building a Boltzmann Machine - Step 14.mp4 54.1 MB
26 AutoEncoders Intuition/135 Plan of attack.mp4 4.06 MB
26 AutoEncoders Intuition/136 Auto Encoders.mp4 28.19 MB
26 AutoEncoders Intuition/137 A Note on Biases.mp4 2.43 MB
26 AutoEncoders Intuition/138 Training an Auto Encoder.mp4 13.55 MB
26 AutoEncoders Intuition/139 Overcomplete hidden layers.mp4 7.64 MB
26 AutoEncoders Intuition/140 Sparse Autoencoders.mp4 13.99 MB
26 AutoEncoders Intuition/141 Denoising Autoencoders.mp4 5.72 MB
26 AutoEncoders Intuition/142 Contractive Autoencoders.mp4 5.29 MB
26 AutoEncoders Intuition/143 Stacked Autoencoders.mp4 4.53 MB
26 AutoEncoders Intuition/144 Deep Autoencoders.mp4 3.31 MB
27 Building an AutoEncoder/145 How to get the dataset.mp4 6.48 MB
27 Building an AutoEncoder/146 Installing Ubuntu on Windows.mp4 55.36 MB
27 Building an AutoEncoder/147 Installing PyTorch.mp4 5.71 MB
27 Building an AutoEncoder/149 Building an AutoEncoder - Step 1.mp4 36.71 MB
27 Building an AutoEncoder/150 Building an AutoEncoder - Step 2.mp4 27.81 MB
27 Building an AutoEncoder/151 Building an AutoEncoder - Step 3.mp4 20.09 MB
27 Building an AutoEncoder/153 Building an AutoEncoder - Step 4.mp4 49.56 MB
27 Building an AutoEncoder/154 Building an AutoEncoder - Step 5.mp4 11.86 MB
27 Building an AutoEncoder/155 Building an AutoEncoder - Step 6.mp4 52.13 MB
27 Building an AutoEncoder/156 Building an AutoEncoder - Step 7.mp4 33.7 MB
27 Building an AutoEncoder/157 Building an AutoEncoder - Step 8.mp4 33.83 MB
27 Building an AutoEncoder/158 Building an AutoEncoder - Step 9.mp4 31.6 MB
27 Building an AutoEncoder/159 Building an AutoEncoder - Step 10.mp4 11.26 MB
27 Building an AutoEncoder/160 Building an AutoEncoder - Step 11.mp4 28.29 MB
29 Regression Classification Intuition/162 Simple Linear Regression Intuition - Step 1.mp4 9.47 MB
29 Regression Classification Intuition/163 Simple Linear Regression Intuition - Step 2.mp4 5.37 MB
29 Regression Classification Intuition/164 Multiple Linear Regression Intuition.mp4 1.82 MB
29 Regression Classification Intuition/165 Logistic Regression Intuition.mp4 29.17 MB
30 Data Preprocessing Template/166 Data Preprocessing - Step 1.mp4 13.25 MB
30 Data Preprocessing Template/167 Data Preprocessing - Step 2.mp4 15.85 MB
30 Data Preprocessing Template/168 Data Preprocessing - Step 3.mp4 21.73 MB
30 Data Preprocessing Template/169 Data Preprocessing - Step 4.mp4 28.95 MB
30 Data Preprocessing Template/170 Data Preprocessing - Step 5.mp4 22.89 MB
30 Data Preprocessing Template/171 Data Preprocessing - Step 6.mp4 22.8 MB
30 Data Preprocessing Template/172 Data Preprocessing Template.mp4 8.13 MB
31 Classification Template/173 Logistic Regression Implementation - Step 1.mp4 12.19 MB
31 Classification Template/174 Logistic Regression Implementation - Step 2.mp4 8.14 MB
31 Classification Template/175 Logistic Regression Implementation - Step 3.mp4 5.96 MB
31 Classification Template/176 Logistic Regression Implementation - Step 4.mp4 9.68 MB
31 Classification Template/177 Logistic Regression Implementation - Step 5.mp4 42.48 MB
31 Classification Template/178 Classification Template.mp4 11.71 MB
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