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[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
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2018-8-23 19:15
2024-12-22 10:42
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3.36 GB
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Udemy
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Deep
Learning
A-Z™
Hands-On
Artificial
Neural
Networks
文件列表
01 Welcome to the course/001 What is Deep Learning.mp4
31.31MB
01 Welcome to the course/002 Installing Python.mp4
20.38MB
01 Welcome to the course/003 How to get the dataset.mp4
6.48MB
03 ANN Intuition/006 Plan of Attack.mp4
4.74MB
03 ANN Intuition/007 The Neuron.mp4
29.57MB
03 ANN Intuition/008 The Activation Function.mp4
14.75MB
03 ANN Intuition/009 How do Neural Networks work.mp4
23.53MB
03 ANN Intuition/010 How do Neural Networks learn.mp4
26.55MB
03 ANN Intuition/011 Gradient Descent.mp4
18.53MB
03 ANN Intuition/012 Stochastic Gradient Descent.mp4
16.82MB
03 ANN Intuition/013 Backpropagation.mp4
10.92MB
04 Building an ANN/015 How to get the dataset.mp4
6.48MB
04 Building an ANN/016 Business Problem Description.mp4
16.37MB
04 Building an ANN/017 Building an ANN - Step 1.mp4
24.28MB
04 Building an ANN/018 Building an ANN - Step 2.mp4
45.86MB
04 Building an ANN/019 Building an ANN - Step 3.mp4
8.37MB
04 Building an ANN/020 Building an ANN - Step 4.mp4
5.95MB
04 Building an ANN/021 Building an ANN - Step 5.mp4
29.58MB
04 Building an ANN/022 Building an ANN - Step 6.mp4
7.05MB
04 Building an ANN/023 Building an ANN - Step 7.mp4
8.99MB
04 Building an ANN/024 Building an ANN - Step 8.mp4
18.18MB
04 Building an ANN/025 Building an ANN - Step 9.mp4
16.89MB
04 Building an ANN/026 Building an ANN - Step 10.mp4
17.43MB
05 Homework Challenge - Should we say goodbye to that customer/028 Homework Solution.mp4
37.62MB
06 Evaluating Improving and Tuning the ANN/029 Evaluating the ANN.mp4
55.84MB
06 Evaluating Improving and Tuning the ANN/030 Improving the ANN.mp4
19.83MB
06 Evaluating Improving and Tuning the ANN/031 Tuning the ANN.mp4
50.76MB
09 CNN Intuition/034 Plan of attack.mp4
5.93MB
09 CNN Intuition/035 What are convolutional neural networks.mp4
29.5MB
09 CNN Intuition/036 Step 1 - Convolution Operation.mp4
31.02MB
09 CNN Intuition/037 Step 1(b) - ReLU Layer.mp4
14.09MB
09 CNN Intuition/038 Step 2 - Pooling.mp4
40.24MB
09 CNN Intuition/039 Step 3 - Flattening.mp4
3.27MB
09 CNN Intuition/040 Step 4 - Full Connection.mp4
42.74MB
09 CNN Intuition/041 Summary.mp4
7.91MB
09 CNN Intuition/042 Softmax Cross-Entropy.mp4
33.23MB
10 Building a CNN/043 How to get the dataset.mp4
6.48MB
10 Building a CNN/044 Introduction to CNNs.mp4
7.84MB
10 Building a CNN/045 Building a CNN - Step 1.mp4
19.18MB
10 Building a CNN/046 Building a CNN - Step 2.mp4
5.85MB
10 Building a CNN/047 Building a CNN - Step 3.mp4
2.23MB
10 Building a CNN/048 Building a CNN - Step 4.mp4
27.19MB
10 Building a CNN/049 Building a CNN - Step 5.mp4
9.91MB
10 Building a CNN/050 Building a CNN - Step 6.mp4
9.7MB
10 Building a CNN/051 Building a CNN - Step 7.mp4
12.57MB
10 Building a CNN/052 Building a CNN - Step 8.mp4
6.79MB
10 Building a CNN/053 Building a CNN - Step 9.mp4
46.87MB
10 Building a CNN/054 Building a CNN - Step 10.mp4
20.54MB
11 Homework - Whats that pet/056 Homework Solution.mp4
40.96MB
14 RNN Intuition/060 Plan of attack.mp4
4.19MB
14 RNN Intuition/061 The idea behind Recurrent Neural Networks.mp4
37.3MB
14 RNN Intuition/062 The Vanishing Gradient Problem.mp4
29.01MB
14 RNN Intuition/063 LSTMs.mp4
45.96MB
14 RNN Intuition/064 Practical intuition.mp4
52.84MB
14 RNN Intuition/065 EXTRA LSTM Variations.mp4
7.33MB
15 Building a RNN/066 How to get the dataset.mp4
6.49MB
15 Building a RNN/067 Building a RNN - Step 1.mp4
13.7MB
15 Building a RNN/068 Building a RNN - Step 2.mp4
15.59MB
15 Building a RNN/069 Building a RNN - Step 3.mp4
15.91MB
15 Building a RNN/070 Building a RNN - Step 4.mp4
37.11MB
15 Building a RNN/071 Building a RNN - Step 5.mp4
26.21MB
15 Building a RNN/072 Building a RNN - Step 6.mp4
6.76MB
15 Building a RNN/073 Building a RNN - Step 7.mp4
20.83MB
15 Building a RNN/074 Building a RNN - Step 8.mp4
13.43MB
15 Building a RNN/075 Building a RNN - Step 9.mp4
8.17MB
15 Building a RNN/076 Building a RNN - Step 10.mp4
11.42MB
15 Building a RNN/077 Building a RNN - Step 11.mp4
29.29MB
15 Building a RNN/078 Building a RNN - Step 12.mp4
13.46MB
15 Building a RNN/079 Building a RNN - Step 13.mp4
39.86MB
15 Building a RNN/080 Building a RNN - Step 14.mp4
21.54MB
15 Building a RNN/081 Building a RNN - Step 15.mp4
21.67MB
18 SOMs Intuition/086 Plan of attack.mp4
5.19MB
18 SOMs Intuition/087 How do Self-Organizing Maps Work.mp4
20.02MB
18 SOMs Intuition/088 Why revisit K-Means.mp4
4.05MB
18 SOMs Intuition/089 K-Means Clustering (Refresher).mp4
25.01MB
18 SOMs Intuition/090 How do Self-Organizing Maps Learn (Part 1).mp4
31.1MB
18 SOMs Intuition/091 How do Self-Organizing Maps Learn (Part 2).mp4
18.65MB
18 SOMs Intuition/092 Live SOM example.mp4
18.54MB
18 SOMs Intuition/093 Reading an Advanced SOM.mp4
61.87MB
18 SOMs Intuition/094 EXTRA K-means Clustering (part 2).mp4
12.34MB
18 SOMs Intuition/095 EXTRA K-means Clustering (part 3).mp4
21.82MB
19 Building a SOM/096 How to get the dataset.mp4
6.48MB
19 Building a SOM/097 Building a SOM - Step 1.mp4
30.66MB
19 Building a SOM/098 Building a SOM - Step 2.mp4
19.43MB
19 Building a SOM/099 Building a SOM - Step 3.mp4
36.03MB
19 Building a SOM/100 Building a SOM - Step 4.mp4
28.73MB
20 Mega Case Study/101 Mega Case Study - Step 1.mp4
5.45MB
20 Mega Case Study/102 Mega Case Study - Step 2.mp4
13.34MB
20 Mega Case Study/103 Mega Case Study - Step 3.mp4
49.25MB
20 Mega Case Study/104 Mega Case Study - Step 4.mp4
30.84MB
22 Boltzmann Machine Intuition/106 Plan of attack.mp4
3.78MB
22 Boltzmann Machine Intuition/107 Boltzmann Machine.mp4
31.92MB
22 Boltzmann Machine Intuition/108 Energy-Based Models (EBM).mp4
18.48MB
22 Boltzmann Machine Intuition/109 Editing Wikipedia - Our Contribution to the World.mp4
27.33MB
22 Boltzmann Machine Intuition/110 Restricted Boltzmann Machine.mp4
39.25MB
22 Boltzmann Machine Intuition/111 Contrastive Divergence.mp4
29.55MB
22 Boltzmann Machine Intuition/112 Deep Belief Networks.mp4
12.61MB
22 Boltzmann Machine Intuition/113 Deep Boltzmann Machines.mp4
5.85MB
23 Building a Boltzmann Machine/114 How to get the dataset.mp4
6.48MB
23 Building a Boltzmann Machine/115 Installing Ubuntu on Windows.mp4
55.36MB
23 Building a Boltzmann Machine/116 Installing PyTorch.mp4
5.71MB
23 Building a Boltzmann Machine/117 Building a Boltzmann Machine - Introduction.mp4
34.05MB
23 Building a Boltzmann Machine/119 Building a Boltzmann Machine - Step 1.mp4
30.45MB
23 Building a Boltzmann Machine/120 Building a Boltzmann Machine - Step 2.mp4
29.57MB
23 Building a Boltzmann Machine/121 Building a Boltzmann Machine - Step 3.mp4
25.95MB
23 Building a Boltzmann Machine/122 Building a Boltzmann Machine - Step 4.mp4
64.52MB
23 Building a Boltzmann Machine/123 Building a Boltzmann Machine - Step 5.mp4
15.44MB
23 Building a Boltzmann Machine/124 Building a Boltzmann Machine - Step 6.mp4
25.21MB
23 Building a Boltzmann Machine/125 Building a Boltzmann Machine - Step 7.mp4
31.19MB
23 Building a Boltzmann Machine/126 Building a Boltzmann Machine - Step 8.mp4
39.4MB
23 Building a Boltzmann Machine/127 Building a Boltzmann Machine - Step 9.mp4
20.39MB
23 Building a Boltzmann Machine/128 Building a Boltzmann Machine - Step 10.mp4
33.15MB
23 Building a Boltzmann Machine/129 Building a Boltzmann Machine - Step 11.mp4
22.39MB
23 Building a Boltzmann Machine/130 Building a Boltzmann Machine - Step 12.mp4
41.57MB
23 Building a Boltzmann Machine/131 Building a Boltzmann Machine - Step 13.mp4
58.52MB
23 Building a Boltzmann Machine/132 Building a Boltzmann Machine - Step 14.mp4
54.1MB
25 AutoEncoders Intuition/135 Plan of attack.mp4
4.06MB
25 AutoEncoders Intuition/136 Auto Encoders.mp4
28.19MB
25 AutoEncoders Intuition/137 A Note on Biases.mp4
2.43MB
25 AutoEncoders Intuition/138 Training an Auto Encoder.mp4
13.55MB
25 AutoEncoders Intuition/139 Overcomplete hidden layers.mp4
7.64MB
25 AutoEncoders Intuition/140 Sparse Autoencoders.mp4
13.99MB
25 AutoEncoders Intuition/141 Denoising Autoencoders.mp4
5.72MB
25 AutoEncoders Intuition/142 Contractive Autoencoders.mp4
5.29MB
25 AutoEncoders Intuition/143 Stacked Autoencoders.mp4
4.53MB
25 AutoEncoders Intuition/144 Deep Autoencoders.mp4
3.31MB
26 Building an AutoEncoder/145 How to get the dataset.mp4
6.48MB
26 Building an AutoEncoder/146 Installing Ubuntu on Windows.mp4
55.36MB
26 Building an AutoEncoder/147 Installing PyTorch.mp4
5.71MB
26 Building an AutoEncoder/149 Building an AutoEncoder - Step 1.mp4
36.71MB
26 Building an AutoEncoder/150 Building an AutoEncoder - Step 2.mp4
27.81MB
26 Building an AutoEncoder/151 Building an AutoEncoder - Step 3.mp4
20.09MB
26 Building an AutoEncoder/153 Building an AutoEncoder - Step 4.mp4
49.56MB
26 Building an AutoEncoder/154 Building an AutoEncoder - Step 5.mp4
11.86MB
26 Building an AutoEncoder/155 Building an AutoEncoder - Step 6.mp4
52.13MB
26 Building an AutoEncoder/156 Building an AutoEncoder - Step 7.mp4
33.7MB
26 Building an AutoEncoder/157 Building an AutoEncoder - Step 8.mp4
33.83MB
26 Building an AutoEncoder/158 Building an AutoEncoder - Step 9.mp4
31.6MB
26 Building an AutoEncoder/159 Building an AutoEncoder - Step 10.mp4
11.26MB
26 Building an AutoEncoder/160 Building an AutoEncoder - Step 11.mp4
28.29MB
28 Regression Classification Intuition/162 Simple Linear Regression Intuition - Step 1.mp4
9.47MB
28 Regression Classification Intuition/163 Simple Linear Regression Intuition - Step 2.mp4
5.37MB
28 Regression Classification Intuition/164 Multiple Linear Regression Intuition.mp4
1.82MB
28 Regression Classification Intuition/165 Logistic Regression Intuition.mp4
29.17MB
29 Data Preprocessing Template/166 Data Preprocessing - Step 1.mp4
13.25MB
29 Data Preprocessing Template/167 Data Preprocessing - Step 2.mp4
15.85MB
29 Data Preprocessing Template/168 Data Preprocessing - Step 3.mp4
21.73MB
29 Data Preprocessing Template/169 Data Preprocessing - Step 4.mp4
28.95MB
29 Data Preprocessing Template/170 Data Preprocessing - Step 5.mp4
22.89MB
29 Data Preprocessing Template/171 Data Preprocessing - Step 6.mp4
22.8MB
29 Data Preprocessing Template/172 Data Preprocessing Template.mp4
8.13MB
30 Classification Template/173 Logistic Regression Implementation - Step 1.mp4
12.19MB
30 Classification Template/174 Logistic Regression Implementation - Step 2.mp4
8.14MB
30 Classification Template/175 Logistic Regression Implementation - Step 3.mp4
5.96MB
30 Classification Template/176 Logistic Regression Implementation - Step 4.mp4
9.68MB
30 Classification Template/177 Logistic Regression Implementation - Step 5.mp4
42.48MB
30 Classification Template/178 Classification Template.mp4
11.71MB
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