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文档个数：175个文档
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收录时间：2017-05-05
最近下载：2024-05-13
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文档列表

27 Building an AutoEncoder/144 Same Data Preprocessing in Parts 5 and 6.html 678 Bytes
24 Building a Boltzmann Machine/116 Same Data Preprocessing in Parts 5 and 6.html 679 Bytes
18 ------------------------ Part 4 - Self Organizing Maps ------------------------/084 Welcome to Part 4 - Self Organizing Maps.html 724 Bytes
16 Homework Challenge - Google Stock Price Prediction/079 Homework Instruction.html 738 Bytes
07 Homework Challenge - Put me one step down on the podium/031 Homework Instruction.html 782 Bytes
08 -------------------- Part 2 - Convolutional Neural Networks --------------------/032 Welcome to Part 2 - Convolutional Neural Networks.html 783 Bytes
02 --------------------- Part 1 - Artificial Neural Networks ---------------------/004 Welcome to Part 1 - Artificial Neural Networks.html 944 Bytes
25 ---------------------------- Part 6 - AutoEncoders ----------------------------/131 Welcome to Part 6 - AutoEncoders.html 966 Bytes
05 Homework Challenge - Should we say goodbye to that customer/026 Homework Instruction.html 1.0 kB
11 Homework - Whats that pet/054 Homework Instruction.html 1.1 kB
28 ------------------- Annex - Get the Machine Learning Basics -------------------/157 Annex - Get the Machine Learning Basics.html 1.2 kB
12 Evaluating Improving and Tuning the CNN/056 Homework Challenge - Get the gold medal.html 1.4 kB
22 ------------------------- Part 5 - Boltzmann Machines -------------------------/104 Welcome to Part 5 - Boltzmann Machines.html 1.4 kB
13 ---------------------- Part 3 - Recurrent Neural Networks ----------------------/057 Welcome to Part 3 - Recurrent Neural Networks.html 1.5 kB
04 Building an ANN/013 Prerequisites.html 1.9 kB
27 Building an AutoEncoder/148 Homework Challenge - Coding Exercise.html 2.0 kB
17 Evaluating Improving and Tuning the RNN/082 Improving and Tuning the RNN - Homework Challenge.html 2.5 kB
15 Building a RNN/078 Summary Next Steps.html 2.5 kB
17 Evaluating Improving and Tuning the RNN/083 Improving and Tuning the RNN - Solution.html 3.1 kB
17 Evaluating Improving and Tuning the RNN/attached_files/083 Improving and Tuning the RNN - Solution/Homework-Challenge.zip 681.0 kB
29 Regression Classification Intuition/160 Multiple Linear Regression Intuition.mp4 1.9 MB
10 Building a CNN/046 Building a CNN - Step 3.mp4 2.3 MB
26 AutoEncoders Intuition/134 A Note on Biases.mp4 2.5 MB
09 CNN Intuition/038 Step 3 - Flattening.mp4 3.4 MB
26 AutoEncoders Intuition/141 Deep Autoencoders.mp4 3.5 MB
26 AutoEncoders Intuition/140 Stacked Autoencoders.mp4 4.2 MB
23 Boltzmann Machine Intuition/105 Plan of attack.mp4 4.2 MB
26 AutoEncoders Intuition/132 Plan of attack.mp4 4.2 MB
19 SOMs Intuition/087 Why revisit K-Means.mp4 4.3 MB
15 Building a RNN/072 Building a RNN - Step 7.mp4 4.4 MB
14 RNN Intuition/058 Plan of attack.mp4 4.4 MB
03 ANN Intuition/005 Plan of Attack.mp4 5.0 MB
26 AutoEncoders Intuition/139 Contractive Autoencoders.mp4 5.2 MB
21 Mega Case Study/100 Mega Case Study - Step 1.mp4 5.3 MB
26 AutoEncoders Intuition/138 Denoising Autoencoders.mp4 5.6 MB
19 SOMs Intuition/085 Plan of attack.mp4 5.6 MB
29 Regression Classification Intuition/159 Simple Linear Regression Intuition - Step 2.mp4 5.6 MB
23 Boltzmann Machine Intuition/112 Deep Boltzmann Machines.mp4 5.9 MB
27 Building an AutoEncoder/143 Installing PyTorch.mp4 6.0 MB
24 Building a Boltzmann Machine/114 Installing PyTorch.mp4 6.0 MB
10 Building a CNN/045 Building a CNN - Step 2.mp4 6.1 MB
09 CNN Intuition/033 Plan of attack.mp4 6.2 MB
04 Building an ANN/019 Building an ANN - Step 4.mp4 6.2 MB
31 Classification Template/171 Logistic Regression Implementation - Step 3.mp4 6.2 MB
10 Building a CNN/042 How to get the dataset.mp4 6.8 MB
04 Building an ANN/014 How to get the dataset.mp4 6.8 MB
24 Building a Boltzmann Machine/113 How to get the dataset.mp4 6.8 MB
01 Welcome to the course/003 How to get the dataset.mp4 6.8 MB
20 Building a SOM/095 How to get the dataset.mp4 6.8 MB
15 Building a RNN/065 How to get the dataset.mp4 6.8 MB
27 Building an AutoEncoder/142 How to get the dataset.mp4 6.8 MB
15 Building a RNN/075 Building a RNN - Step 10.mp4 7.0 MB
10 Building a CNN/051 Building a CNN - Step 8.mp4 7.1 MB
15 Building a RNN/070 Building a RNN - Step 5.mp4 7.2 MB
04 Building an ANN/021 Building an ANN - Step 6.mp4 7.4 MB
14 RNN Intuition/063 EXTRA LSTM Variations.mp4 7.7 MB
26 AutoEncoders Intuition/136 Overcomplete hidden layers.mp4 8.0 MB
15 Building a RNN/073 Building a RNN - Step 8.mp4 8.1 MB
10 Building a CNN/043 Introduction to CNNs.mp4 8.2 MB
09 CNN Intuition/040 Summary.mp4 8.3 MB
15 Building a RNN/074 Building a RNN - Step 9.mp4 8.3 MB
15 Building a RNN/067 Building a RNN - Step 2.mp4 8.4 MB
30 Data Preprocessing Template/168 Data Preprocessing Template.mp4 8.5 MB
31 Classification Template/170 Logistic Regression Implementation - Step 2.mp4 8.5 MB
04 Building an ANN/018 Building an ANN - Step 3.mp4 8.8 MB
15 Building a RNN/071 Building a RNN - Step 6.mp4 9.0 MB
04 Building an ANN/022 Building an ANN - Step 7.mp4 9.4 MB
15 Building a RNN/068 Building a RNN - Step 3.mp4 9.6 MB
29 Regression Classification Intuition/158 Simple Linear Regression Intuition - Step 1.mp4 9.9 MB
31 Classification Template/172 Logistic Regression Implementation - Step 4.mp4 10.1 MB
10 Building a CNN/049 Building a CNN - Step 6.mp4 10.2 MB
10 Building a CNN/048 Building a CNN - Step 5.mp4 10.4 MB
21 Mega Case Study/101 Mega Case Study - Step 2.mp4 11.2 MB
03 ANN Intuition/012 Backpropagation.mp4 11.5 MB
27 Building an AutoEncoder/155 Building an AutoEncoder - Step 10.mp4 11.8 MB
23 Boltzmann Machine Intuition/111 Deep Belief Networks.mp4 12.2 MB
31 Classification Template/174 Classification Template.mp4 12.3 MB
24 Building a Boltzmann Machine/121 Building a Boltzmann Machine - Step 5.mp4 12.4 MB
27 Building an AutoEncoder/150 Building an AutoEncoder - Step 5.mp4 12.4 MB
15 Building a RNN/069 Building a RNN - Step 4.mp4 12.6 MB
31 Classification Template/169 Logistic Regression Implementation - Step 1.mp4 12.8 MB
10 Building a CNN/050 Building a CNN - Step 7.mp4 13.2 MB
26 AutoEncoders Intuition/135 Training an Auto Encoder.mp4 13.2 MB
17 Evaluating Improving and Tuning the RNN/081 Evaluating the RNN.mp4 13.8 MB
26 AutoEncoders Intuition/137 Sparse Autoencoders.mp4 13.9 MB
30 Data Preprocessing Template/162 Data Preprocessing - Step 1.mp4 13.9 MB
09 CNN Intuition/036 Step 1b - ReLU Layer.mp4 14.8 MB
03 ANN Intuition/007 The Activation Function.mp4 15.5 MB
16 Homework Challenge - Google Stock Price Prediction/080 Homework Solution.mp4 15.7 MB
19 SOMs Intuition/093 EXTRA K-means Clustering part 2.mp4 16.1 MB
24 Building a Boltzmann Machine/125 Building a Boltzmann Machine - Step 9.mp4 16.5 MB
30 Data Preprocessing Template/163 Data Preprocessing - Step 2.mp4 16.6 MB
04 Building an ANN/015 Business Problem Description.mp4 17.2 MB
03 ANN Intuition/011 Stochastic Gradient Descent.mp4 17.6 MB
04 Building an ANN/024 Building an ANN - Step 9.mp4 17.7 MB
24 Building a Boltzmann Machine/127 Building a Boltzmann Machine - Step 11.mp4 17.9 MB
04 Building an ANN/025 Building an ANN - Step 10.mp4 18.3 MB
15 Building a RNN/077 Building a RNN - Step 12.mp4 19.1 MB
04 Building an ANN/023 Building an ANN - Step 8.mp4 19.1 MB
15 Building a RNN/064 Ethical Disclosure.mp4 19.2 MB
03 ANN Intuition/010 Gradient Descent.mp4 19.4 MB
19 SOMs Intuition/090 How do Self-Organizing Maps Learn Part 2.mp4 19.6 MB
15 Building a RNN/076 Building a RNN - Step 11.mp4 19.9 MB
19 SOMs Intuition/086 How do Self-Organizing Maps Work.mp4 20.0 MB
10 Building a CNN/044 Building a CNN - Step 1.mp4 20.1 MB
24 Building a Boltzmann Machine/122 Building a Boltzmann Machine - Step 6.mp4 20.3 MB
19 SOMs Intuition/091 Live SOM example.mp4 20.3 MB
20 Building a SOM/097 Building a SOM - Step 2.mp4 20.4 MB
06 Evaluating Improving and Tuning the ANN/029 Improving the ANN.mp4 20.8 MB
23 Boltzmann Machine Intuition/107 Energy-Based Models EBM.mp4 20.8 MB
24 Building a Boltzmann Machine/119 Building a Boltzmann Machine - Step 3.mp4 20.9 MB
27 Building an AutoEncoder/147 Building an AutoEncoder - Step 3.mp4 21.1 MB
01 Welcome to the course/002 Installing Python.mp4 21.4 MB
10 Building a CNN/053 Building a CNN - Step 10.mp4 21.5 MB
30 Data Preprocessing Template/164 Data Preprocessing - Step 3.mp4 22.8 MB
30 Data Preprocessing Template/167 Data Preprocessing - Step 6.mp4 23.9 MB
30 Data Preprocessing Template/166 Data Preprocessing - Step 5.mp4 24.0 MB
24 Building a Boltzmann Machine/118 Building a Boltzmann Machine - Step 2.mp4 24.1 MB
19 SOMs Intuition/094 EXTRA K-means Clustering part 3.mp4 24.3 MB
03 ANN Intuition/008 How do Neural Networks work.mp4 24.7 MB
24 Building a Boltzmann Machine/123 Building a Boltzmann Machine - Step 7.mp4 24.7 MB
04 Building an ANN/016 Building an ANN - Step 1.mp4 25.5 MB
21 Mega Case Study/103 Mega Case Study - Step 4.mp4 25.5 MB
24 Building a Boltzmann Machine/117 Building a Boltzmann Machine - Step 1.mp4 26.6 MB
24 Building a Boltzmann Machine/126 Building a Boltzmann Machine - Step 10.mp4 27.3 MB
03 ANN Intuition/009 How do Neural Networks learn.mp4 27.8 MB
19 SOMs Intuition/088 K-Means Clustering Refresher.mp4 28.2 MB
10 Building a CNN/047 Building a CNN - Step 4.mp4 28.5 MB
26 AutoEncoders Intuition/133 Auto Encoders.mp4 28.5 MB
27 Building an AutoEncoder/146 Building an AutoEncoder - Step 2.mp4 29.2 MB
27 Building an AutoEncoder/156 Building an AutoEncoder - Step 11.mp4 29.7 MB
20 Building a SOM/099 Building a SOM - Step 4.mp4 30.1 MB
30 Data Preprocessing Template/165 Data Preprocessing - Step 4.mp4 30.4 MB
14 RNN Intuition/060 The Vanishing Gradient Problem.mp4 30.4 MB
23 Boltzmann Machine Intuition/106 Boltzmann Machine.mp4 30.6 MB
29 Regression Classification Intuition/161 Logistic Regression Intuition.mp4 30.6 MB
09 CNN Intuition/034 What are convolutional neural networks.mp4 30.9 MB
03 ANN Intuition/006 The Neuron.mp4 31.0 MB
04 Building an ANN/020 Building an ANN - Step 5.mp4 31.0 MB
23 Boltzmann Machine Intuition/108 Editing Wikipedia - Our Contribution to the World.mp4 31.3 MB
24 Building a Boltzmann Machine/124 Building a Boltzmann Machine - Step 8.mp4 31.5 MB
19 SOMs Intuition/089 How do Self-Organizing Maps Learn Part 1.mp4 31.5 MB
24 Building a Boltzmann Machine/115 Building a Boltzmann Machine - Introduction.mp4 31.8 MB
15 Building a RNN/066 Building a RNN - Step 1.mp4 31.8 MB
20 Building a SOM/096 Building a SOM - Step 1.mp4 32.2 MB
27 Building an AutoEncoder/145 Building an AutoEncoder - Step 1.mp4 32.5 MB
09 CNN Intuition/035 Step 1 - Convolution Operation.mp4 32.5 MB
01 Welcome to the course/001 What is Deep Learning.mp4 32.8 MB
27 Building an AutoEncoder/154 Building an AutoEncoder - Step 9.mp4 33.1 MB
24 Building a Boltzmann Machine/128 Building a Boltzmann Machine - Step 12.mp4 33.7 MB
23 Boltzmann Machine Intuition/110 Contrastive Divergence.mp4 34.0 MB
09 CNN Intuition/041 Softmax Cross-Entropy.mp4 34.8 MB
27 Building an AutoEncoder/152 Building an AutoEncoder - Step 7.mp4 35.3 MB
27 Building an AutoEncoder/153 Building an AutoEncoder - Step 8.mp4 35.5 MB
20 Building a SOM/098 Building a SOM - Step 3.mp4 37.8 MB
14 RNN Intuition/059 The idea behind Recurrent Neural Networks.mp4 39.1 MB
05 Homework Challenge - Should we say goodbye to that customer/027 Homework Solution.mp4 39.5 MB
23 Boltzmann Machine Intuition/109 Restricted Boltzmann Machine.mp4 39.7 MB
21 Mega Case Study/102 Mega Case Study - Step 3.mp4 40.0 MB
27 Building an AutoEncoder/151 Building an AutoEncoder - Step 6.mp4 40.9 MB
09 CNN Intuition/037 Step 2 - Pooling.mp4 42.2 MB
11 Homework - Whats that pet/055 Homework Solution.mp4 42.9 MB
24 Building a Boltzmann Machine/130 Building a Boltzmann Machine - Step 14.mp4 43.6 MB
31 Classification Template/173 Logistic Regression Implementation - Step 5.mp4 44.5 MB
09 CNN Intuition/039 Step 4 - Full Connection.mp4 44.8 MB
24 Building a Boltzmann Machine/129 Building a Boltzmann Machine - Step 13.mp4 47.0 MB
04 Building an ANN/017 Building an ANN - Step 2.mp4 48.1 MB
14 RNN Intuition/061 LSTMs.mp4 48.2 MB
10 Building a CNN/052 Building a CNN - Step 9.mp4 49.1 MB
24 Building a Boltzmann Machine/120 Building a Boltzmann Machine - Step 4.mp4 51.7 MB
27 Building an AutoEncoder/149 Building an AutoEncoder - Step 4.mp4 52.0 MB
06 Evaluating Improving and Tuning the ANN/030 Tuning the ANN.mp4 53.2 MB
14 RNN Intuition/062 Practical intuition.mp4 55.4 MB
06 Evaluating Improving and Tuning the ANN/028 Evaluating the ANN.mp4 58.5 MB
19 SOMs Intuition/092 Reading an Advanced SOM.mp4 59.2 MB

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