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[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
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文档列表
24 Building a Boltzmann Machine/123 Building a Boltzmann Machine - Step 4.mp4
67.7 MB
19 SOMs Intuition/094 Reading an Advanced SOM.mp4
64.9 MB
24 Building a Boltzmann Machine/132 Building a Boltzmann Machine - Step 13.mp4
61.4 MB
06 Evaluating Improving and Tuning the ANN/029 Evaluating the ANN.mp4
58.5 MB
24 Building a Boltzmann Machine/116 Installing Ubuntu on Windows.mp4
58.0 MB
27 Building an AutoEncoder/146 Installing Ubuntu on Windows.mp4
58.0 MB
24 Building a Boltzmann Machine/133 Building a Boltzmann Machine - Step 14.mp4
56.7 MB
14 RNN Intuition/064 Practical intuition.mp4
55.4 MB
27 Building an AutoEncoder/155 Building an AutoEncoder - Step 6.mp4
54.7 MB
06 Evaluating Improving and Tuning the ANN/031 Tuning the ANN.mp4
53.2 MB
27 Building an AutoEncoder/153 Building an AutoEncoder - Step 4.mp4
52.0 MB
21 Mega Case Study/104 Mega Case Study - Step 3.mp4
51.6 MB
10 Building a CNN/053 Building a CNN - Step 9.mp4
49.1 MB
14 RNN Intuition/063 LSTMs.mp4
48.2 MB
04 Building an ANN/018 Building an ANN - Step 2.mp4
48.1 MB
09 CNN Intuition/040 Step 4 - Full Connection.mp4
44.8 MB
31 Classification Template/177 Logistic Regression Implementation - Step 5.mp4
44.5 MB
24 Building a Boltzmann Machine/131 Building a Boltzmann Machine - Step 12.mp4
43.6 MB
11 Homework - Whats that pet/056 Homework Solution.mp4
42.9 MB
09 CNN Intuition/038 Step 2 - Pooling.mp4
42.2 MB
24 Building a Boltzmann Machine/127 Building a Boltzmann Machine - Step 8.mp4
41.3 MB
23 Boltzmann Machine Intuition/111 Restricted Boltzmann Machine.mp4
41.2 MB
05 Homework Challenge - Should we say goodbye to that customer/028 Homework Solution.mp4
39.5 MB
14 RNN Intuition/061 The idea behind Recurrent Neural Networks.mp4
39.1 MB
27 Building an AutoEncoder/149 Building an AutoEncoder - Step 1.mp4
38.5 MB
20 Building a SOM/100 Building a SOM - Step 3.mp4
37.8 MB
24 Building a Boltzmann Machine/118 Building a Boltzmann Machine - Introduction.mp4
35.7 MB
27 Building an AutoEncoder/157 Building an AutoEncoder - Step 8.mp4
35.5 MB
27 Building an AutoEncoder/156 Building an AutoEncoder - Step 7.mp4
35.3 MB
09 CNN Intuition/042 Softmax Cross-Entropy.mp4
34.8 MB
24 Building a Boltzmann Machine/129 Building a Boltzmann Machine - Step 10.mp4
34.8 MB
23 Boltzmann Machine Intuition/108 Boltzmann Machine.mp4
33.5 MB
27 Building an AutoEncoder/158 Building an AutoEncoder - Step 9.mp4
33.1 MB
01 Welcome to the course/001 What is Deep Learning.mp4
32.8 MB
24 Building a Boltzmann Machine/126 Building a Boltzmann Machine - Step 7.mp4
32.7 MB
19 SOMs Intuition/091 How do Self-Organizing Maps Learn Part 1.mp4
32.6 MB
09 CNN Intuition/036 Step 1 - Convolution Operation.mp4
32.5 MB
21 Mega Case Study/105 Mega Case Study - Step 4.mp4
32.3 MB
20 Building a SOM/098 Building a SOM - Step 1.mp4
32.2 MB
24 Building a Boltzmann Machine/120 Building a Boltzmann Machine - Step 1.mp4
31.9 MB
15 Building a RNN/068 Building a RNN - Step 1.mp4
31.8 MB
04 Building an ANN/021 Building an ANN - Step 5.mp4
31.0 MB
03 ANN Intuition/007 The Neuron.mp4
31.0 MB
24 Building a Boltzmann Machine/121 Building a Boltzmann Machine - Step 2.mp4
31.0 MB
23 Boltzmann Machine Intuition/112 Contrastive Divergence.mp4
31.0 MB
09 CNN Intuition/035 What are convolutional neural networks.mp4
30.9 MB
29 Regression Classification Intuition/165 Logistic Regression Intuition.mp4
30.6 MB
14 RNN Intuition/062 The Vanishing Gradient Problem.mp4
30.4 MB
30 Data Preprocessing Template/169 Data Preprocessing - Step 4.mp4
30.4 MB
20 Building a SOM/101 Building a SOM - Step 4.mp4
30.1 MB
27 Building an AutoEncoder/160 Building an AutoEncoder - Step 11.mp4
29.7 MB
26 AutoEncoders Intuition/136 Auto Encoders.mp4
29.6 MB
27 Building an AutoEncoder/150 Building an AutoEncoder - Step 2.mp4
29.2 MB
23 Boltzmann Machine Intuition/110 Editing Wikipedia - Our Contribution to the World.mp4
28.7 MB
10 Building a CNN/048 Building a CNN - Step 4.mp4
28.5 MB
03 ANN Intuition/010 How do Neural Networks learn.mp4
27.8 MB
24 Building a Boltzmann Machine/122 Building a Boltzmann Machine - Step 3.mp4
27.2 MB
24 Building a Boltzmann Machine/125 Building a Boltzmann Machine - Step 6.mp4
26.4 MB
19 SOMs Intuition/090 K-Means Clustering Refresher.mp4
26.2 MB
04 Building an ANN/017 Building an ANN - Step 1.mp4
25.5 MB
03 ANN Intuition/009 How do Neural Networks work.mp4
24.7 MB
30 Data Preprocessing Template/170 Data Preprocessing - Step 5.mp4
24.0 MB
30 Data Preprocessing Template/171 Data Preprocessing - Step 6.mp4
23.9 MB
24 Building a Boltzmann Machine/130 Building a Boltzmann Machine - Step 11.mp4
23.5 MB
19 SOMs Intuition/096 EXTRA K-means Clustering part 3.mp4
22.9 MB
30 Data Preprocessing Template/168 Data Preprocessing - Step 3.mp4
22.8 MB
10 Building a CNN/054 Building a CNN - Step 10.mp4
21.5 MB
24 Building a Boltzmann Machine/128 Building a Boltzmann Machine - Step 9.mp4
21.4 MB
01 Welcome to the course/002 Installing Python.mp4
21.4 MB
27 Building an AutoEncoder/151 Building an AutoEncoder - Step 3.mp4
21.1 MB
19 SOMs Intuition/088 How do Self-Organizing Maps Work.mp4
21.0 MB
06 Evaluating Improving and Tuning the ANN/030 Improving the ANN.mp4
20.8 MB
20 Building a SOM/099 Building a SOM - Step 2.mp4
20.4 MB
10 Building a CNN/045 Building a CNN - Step 1.mp4
20.1 MB
15 Building a RNN/078 Building a RNN - Step 11.mp4
19.9 MB
19 SOMs Intuition/092 How do Self-Organizing Maps Learn Part 2.mp4
19.6 MB
19 SOMs Intuition/093 Live SOM example.mp4
19.4 MB
03 ANN Intuition/011 Gradient Descent.mp4
19.4 MB
23 Boltzmann Machine Intuition/109 Energy-Based Models EBM.mp4
19.4 MB
15 Building a RNN/066 Ethical Disclosure.mp4
19.2 MB
04 Building an ANN/024 Building an ANN - Step 8.mp4
19.1 MB
15 Building a RNN/079 Building a RNN - Step 12.mp4
19.1 MB
04 Building an ANN/026 Building an ANN - Step 10.mp4
18.3 MB
04 Building an ANN/025 Building an ANN - Step 9.mp4
17.7 MB
03 ANN Intuition/012 Stochastic Gradient Descent.mp4
17.6 MB
04 Building an ANN/016 Business Problem Description.mp4
17.2 MB
30 Data Preprocessing Template/167 Data Preprocessing - Step 2.mp4
16.6 MB
24 Building a Boltzmann Machine/124 Building a Boltzmann Machine - Step 5.mp4
16.2 MB
16 Homework Challenge - Google Stock Price Prediction/082 Homework Solution.mp4
15.7 MB
03 ANN Intuition/008 The Activation Function.mp4
15.5 MB
09 CNN Intuition/037 Step 1b - ReLU Layer.mp4
14.8 MB
26 AutoEncoders Intuition/140 Sparse Autoencoders.mp4
14.7 MB
26 AutoEncoders Intuition/138 Training an Auto Encoder.mp4
14.2 MB
21 Mega Case Study/103 Mega Case Study - Step 2.mp4
14.0 MB
30 Data Preprocessing Template/166 Data Preprocessing - Step 1.mp4
13.9 MB
17 Evaluating Improving and Tuning the RNN/083 Evaluating the RNN.mp4
13.8 MB
23 Boltzmann Machine Intuition/113 Deep Belief Networks.mp4
13.2 MB
10 Building a CNN/051 Building a CNN - Step 7.mp4
13.2 MB
19 SOMs Intuition/095 EXTRA K-means Clustering part 2.mp4
12.9 MB
31 Classification Template/173 Logistic Regression Implementation - Step 1.mp4
12.8 MB
15 Building a RNN/071 Building a RNN - Step 4.mp4
12.6 MB
27 Building an AutoEncoder/154 Building an AutoEncoder - Step 5.mp4
12.4 MB
31 Classification Template/178 Classification Template.mp4
12.3 MB
27 Building an AutoEncoder/159 Building an AutoEncoder - Step 10.mp4
11.8 MB
15 Building a RNN/073 Building a RNN - Step 6.mp4
11.7 MB
03 ANN Intuition/013 Backpropagation.mp4
11.5 MB
10 Building a CNN/049 Building a CNN - Step 5.mp4
10.4 MB
10 Building a CNN/050 Building a CNN - Step 6.mp4
10.2 MB
31 Classification Template/176 Logistic Regression Implementation - Step 4.mp4
10.1 MB
29 Regression Classification Intuition/162 Simple Linear Regression Intuition - Step 1.mp4
9.9 MB
15 Building a RNN/070 Building a RNN - Step 3.mp4
9.6 MB
04 Building an ANN/023 Building an ANN - Step 7.mp4
9.4 MB
04 Building an ANN/019 Building an ANN - Step 3.mp4
8.8 MB
31 Classification Template/174 Logistic Regression Implementation - Step 2.mp4
8.5 MB
30 Data Preprocessing Template/172 Data Preprocessing Template.mp4
8.5 MB
15 Building a RNN/069 Building a RNN - Step 2.mp4
8.4 MB
15 Building a RNN/076 Building a RNN - Step 9.mp4
8.3 MB
09 CNN Intuition/041 Summary.mp4
8.3 MB
10 Building a CNN/044 Introduction to CNNs.mp4
8.2 MB
15 Building a RNN/075 Building a RNN - Step 8.mp4
8.1 MB
26 AutoEncoders Intuition/139 Overcomplete hidden layers.mp4
8.0 MB
14 RNN Intuition/065 EXTRA LSTM Variations.mp4
7.7 MB
04 Building an ANN/022 Building an ANN - Step 6.mp4
7.4 MB
15 Building a RNN/072 Building a RNN - Step 5.mp4
7.2 MB
10 Building a CNN/052 Building a CNN - Step 8.mp4
7.1 MB
15 Building a RNN/077 Building a RNN - Step 10.mp4
7.0 MB
01 Welcome to the course/003 How to get the dataset.mp4
6.8 MB
04 Building an ANN/015 How to get the dataset.mp4
6.8 MB
10 Building a CNN/043 How to get the dataset.mp4
6.8 MB
15 Building a RNN/067 How to get the dataset.mp4
6.8 MB
20 Building a SOM/097 How to get the dataset.mp4
6.8 MB
24 Building a Boltzmann Machine/115 How to get the dataset.mp4
6.8 MB
27 Building an AutoEncoder/145 How to get the dataset.mp4
6.8 MB
31 Classification Template/175 Logistic Regression Implementation - Step 3.mp4
6.2 MB
04 Building an ANN/020 Building an ANN - Step 4.mp4
6.2 MB
09 CNN Intuition/034 Plan of attack.mp4
6.2 MB
10 Building a CNN/046 Building a CNN - Step 2.mp4
6.1 MB
23 Boltzmann Machine Intuition/114 Deep Boltzmann Machines.mp4
6.1 MB
26 AutoEncoders Intuition/141 Denoising Autoencoders.mp4
6.0 MB
24 Building a Boltzmann Machine/117 Installing PyTorch.mp4
6.0 MB
27 Building an AutoEncoder/147 Installing PyTorch.mp4
6.0 MB
21 Mega Case Study/102 Mega Case Study - Step 1.mp4
5.7 MB
29 Regression Classification Intuition/163 Simple Linear Regression Intuition - Step 2.mp4
5.6 MB
26 AutoEncoders Intuition/142 Contractive Autoencoders.mp4
5.5 MB
19 SOMs Intuition/087 Plan of attack.mp4
5.4 MB
03 ANN Intuition/006 Plan of Attack.mp4
5.0 MB
26 AutoEncoders Intuition/143 Stacked Autoencoders.mp4
4.7 MB
14 RNN Intuition/060 Plan of attack.mp4
4.4 MB
15 Building a RNN/074 Building a RNN - Step 7.mp4
4.4 MB
26 AutoEncoders Intuition/135 Plan of attack.mp4
4.3 MB
19 SOMs Intuition/089 Why revisit K-Means.mp4
4.2 MB
23 Boltzmann Machine Intuition/107 Plan of attack.mp4
4.0 MB
26 AutoEncoders Intuition/144 Deep Autoencoders.mp4
3.5 MB
09 CNN Intuition/039 Step 3 - Flattening.mp4
3.4 MB
26 AutoEncoders Intuition/137 A Note on Biases.mp4
2.6 MB
10 Building a CNN/047 Building a CNN - Step 3.mp4
2.3 MB
29 Regression Classification Intuition/164 Multiple Linear Regression Intuition.mp4
1.9 MB
17 Evaluating Improving and Tuning the RNN/attached_files/085 Improving and Tuning the RNN - Solution/Homework-Challenge.zip
681.0 kB
32 Bonus Lectures/179 YOUR SPECIAL BONUS.html
3.4 kB
17 Evaluating Improving and Tuning the RNN/085 Improving and Tuning the RNN - Solution.html
2.9 kB
15 Building a RNN/080 Summary Next Steps.html
2.4 kB
17 Evaluating Improving and Tuning the RNN/084 Improving and Tuning the RNN - Homework Challenge.html
2.4 kB
27 Building an AutoEncoder/152 Homework Challenge - Coding Exercise.html
1.9 kB
04 Building an ANN/014 Prerequisites.html
1.8 kB
01 Welcome to the course/004 BONUS Meet Your Instructors.html
1.5 kB
13 ---------------------- Part 3 - Recurrent Neural Networks ----------------------/059 Welcome to Part 3 - Recurrent Neural Networks.html
1.4 kB
22 ------------------------- Part 5 - Boltzmann Machines -------------------------/106 Welcome to Part 5 - Boltzmann Machines.html
1.3 kB
12 Evaluating Improving and Tuning the CNN/057 Homework Challenge - Get the gold medal.html
1.2 kB
28 ------------------- Annex - Get the Machine Learning Basics -------------------/161 Annex - Get the Machine Learning Basics.html
1.2 kB
11 Homework - Whats that pet/055 Homework Instruction.html
1.1 kB
[FreeCourseSite.com].txt
1.1 kB
[HaxTech.me].txt
1.1 kB
05 Homework Challenge - Should we say goodbye to that customer/027 Homework Instruction.html
972 Bytes
25 ---------------------------- Part 6 - AutoEncoders ----------------------------/134 Welcome to Part 6 - AutoEncoders.html
900 Bytes
02 --------------------- Part 1 - Artificial Neural Networks ---------------------/005 Welcome to Part 1 - Artificial Neural Networks.html
870 Bytes
07 Homework Challenge - Put me one step down on the podium/032 Homework Instruction.html
716 Bytes
08 -------------------- Part 2 - Convolutional Neural Networks --------------------/033 Welcome to Part 2 - Convolutional Neural Networks.html
705 Bytes
16 Homework Challenge - Google Stock Price Prediction/081 Homework Instruction.html
686 Bytes
18 ------------------------ Part 4 - Self Organizing Maps ------------------------/086 Welcome to Part 4 - Self Organizing Maps.html
676 Bytes
24 Building a Boltzmann Machine/119 Same Data Preprocessing in Parts 5 and 6.html
659 Bytes
27 Building an AutoEncoder/148 Same Data Preprocessing in Parts 5 and 6.html
658 Bytes
12 Evaluating Improving and Tuning the CNN/058 Homework Challenge Solution - Get the gold medal.html
503 Bytes
[FreeCourseSite.com].url
127 Bytes
[HaxTech.me].url
123 Bytes
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