FreeCourseSite com Udemy Deep Learning Hands On Artificial Neural Networks

FreeCourseSite com Udemy Deep Learning Hands On Artificial Neural Networks

Name	[FreeCourseSite.com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	184
Hash	1BA37FF8E61A71396B51FDBF3F2FF72CC071B0B8

/01 Welcome to the course/
001 What is Deep Learning.mp4	32.8 MB
002 Installing Python.mp4	21.4 MB
003 How to get the dataset.mp4	6.8 MB
004 BONUS Meet Your Instructors.html	1.5 KB
/02 --------------------- Part 1 - Artificial Neural Networks ---------------------/
005 Welcome to Part 1 - Artificial Neural Networks.html	0.9 KB
/03 ANN Intuition/
006 Plan of Attack.mp4	5.0 MB
007 The Neuron.mp4	31.0 MB
008 The Activation Function.mp4	15.5 MB
009 How do Neural Networks work.mp4	24.7 MB
010 How do Neural Networks learn.mp4	27.8 MB
011 Gradient Descent.mp4	19.4 MB
012 Stochastic Gradient Descent.mp4	17.6 MB
013 Backpropagation.mp4	11.5 MB
/04 Building an ANN/
014 Prerequisites.html	1.8 KB
015 How to get the dataset.mp4	6.8 MB
016 Business Problem Description.mp4	17.2 MB
017 Building an ANN - Step 1.mp4	25.5 MB
018 Building an ANN - Step 2.mp4	48.1 MB
019 Building an ANN - Step 3.mp4	8.8 MB
020 Building an ANN - Step 4.mp4	6.2 MB
021 Building an ANN - Step 5.mp4	31.0 MB
022 Building an ANN - Step 6.mp4	7.4 MB
023 Building an ANN - Step 7.mp4	9.4 MB
024 Building an ANN - Step 8.mp4	19.1 MB
025 Building an ANN - Step 9.mp4	17.7 MB
026 Building an ANN - Step 10.mp4	18.3 MB
/05 Homework Challenge - Should we say goodbye to that customer/
027 Homework Instruction.html	1.0 KB
028 Homework Solution.mp4	39.5 MB
/06 Evaluating Improving and Tuning the ANN/
029 Evaluating the ANN.mp4	58.5 MB
030 Improving the ANN.mp4	20.8 MB
031 Tuning the ANN.mp4	53.2 MB
/07 Homework Challenge - Put me one step down on the podium/
032 Homework Instruction.html	0.7 KB
/08 -------------------- Part 2 - Convolutional Neural Networks --------------------/
033 Welcome to Part 2 - Convolutional Neural Networks.html	0.7 KB
/09 CNN Intuition/
034 Plan of attack.mp4	6.2 MB
035 What are convolutional neural networks.mp4	30.9 MB
036 Step 1 - Convolution Operation.mp4	32.5 MB
037 Step 1b - ReLU Layer.mp4	14.8 MB
038 Step 2 - Pooling.mp4	42.2 MB
039 Step 3 - Flattening.mp4	3.4 MB
040 Step 4 - Full Connection.mp4	44.8 MB
041 Summary.mp4	8.3 MB
042 Softmax Cross-Entropy.mp4	34.8 MB
/10 Building a CNN/
043 How to get the dataset.mp4	6.8 MB
044 Introduction to CNNs.mp4	8.2 MB
045 Building a CNN - Step 1.mp4	20.1 MB
046 Building a CNN - Step 2.mp4	6.1 MB
047 Building a CNN - Step 3.mp4	2.3 MB
048 Building a CNN - Step 4.mp4	28.5 MB
049 Building a CNN - Step 5.mp4	10.4 MB
050 Building a CNN - Step 6.mp4	10.2 MB
051 Building a CNN - Step 7.mp4	13.2 MB
052 Building a CNN - Step 8.mp4	7.1 MB
053 Building a CNN - Step 9.mp4	49.1 MB
054 Building a CNN - Step 10.mp4	21.5 MB
/11 Homework - Whats that pet/
055 Homework Instruction.html	1.1 KB
056 Homework Solution.mp4	42.9 MB
/12 Evaluating Improving and Tuning the CNN/
057 Homework Challenge - Get the gold medal.html	1.2 KB
058 Homework Challenge Solution - Get the gold medal.html	0.5 KB
/13 ---------------------- Part 3 - Recurrent Neural Networks ----------------------/
059 Welcome to Part 3 - Recurrent Neural Networks.html	1.4 KB
/14 RNN Intuition/
060 Plan of attack.mp4	4.4 MB
061 The idea behind Recurrent Neural Networks.mp4	39.1 MB
062 The Vanishing Gradient Problem.mp4	30.4 MB
063 LSTMs.mp4	48.2 MB
064 Practical intuition.mp4	55.4 MB
065 EXTRA LSTM Variations.mp4	7.7 MB
/15 Building a RNN/
066 Ethical Disclosure.mp4	19.2 MB
067 How to get the dataset.mp4	6.8 MB
068 Building a RNN - Step 1.mp4	31.8 MB
069 Building a RNN - Step 2.mp4	8.4 MB
070 Building a RNN - Step 3.mp4	9.6 MB
071 Building a RNN - Step 4.mp4	12.6 MB
072 Building a RNN - Step 5.mp4	7.2 MB
073 Building a RNN - Step 6.mp4	11.7 MB
074 Building a RNN - Step 7.mp4	4.4 MB
075 Building a RNN - Step 8.mp4	8.1 MB
076 Building a RNN - Step 9.mp4	8.3 MB
077 Building a RNN - Step 10.mp4	7.0 MB
078 Building a RNN - Step 11.mp4	19.9 MB
079 Building a RNN - Step 12.mp4	19.1 MB
080 Summary Next Steps.html	2.4 KB
/16 Homework Challenge - Google Stock Price Prediction/
081 Homework Instruction.html	0.7 KB
082 Homework Solution.mp4	15.7 MB
/17 Evaluating Improving and Tuning the RNN/
083 Evaluating the RNN.mp4	13.8 MB
084 Improving and Tuning the RNN - Homework Challenge.html	2.4 KB
085 Improving and Tuning the RNN - Solution.html	2.9 KB
/.../085 Improving and Tuning the RNN - Solution/
Homework-Challenge.zip	681.0 KB
/18 ------------------------ Part 4 - Self Organizing Maps ------------------------/
086 Welcome to Part 4 - Self Organizing Maps.html	0.7 KB
/19 SOMs Intuition/
087 Plan of attack.mp4	5.4 MB
088 How do Self-Organizing Maps Work.mp4	21.0 MB
089 Why revisit K-Means.mp4	4.2 MB
090 K-Means Clustering Refresher.mp4	26.2 MB
091 How do Self-Organizing Maps Learn Part 1.mp4	32.6 MB
092 How do Self-Organizing Maps Learn Part 2.mp4	19.6 MB
093 Live SOM example.mp4	19.4 MB
094 Reading an Advanced SOM.mp4	64.9 MB
095 EXTRA K-means Clustering part 2.mp4	12.9 MB
096 EXTRA K-means Clustering part 3.mp4	22.9 MB
/20 Building a SOM/
097 How to get the dataset.mp4	6.8 MB
098 Building a SOM - Step 1.mp4	32.2 MB
099 Building a SOM - Step 2.mp4	20.4 MB
100 Building a SOM - Step 3.mp4	37.8 MB
101 Building a SOM - Step 4.mp4	30.1 MB
/21 Mega Case Study/
102 Mega Case Study - Step 1.mp4	5.7 MB
103 Mega Case Study - Step 2.mp4	14.0 MB
104 Mega Case Study - Step 3.mp4	51.6 MB
105 Mega Case Study - Step 4.mp4	32.3 MB
/22 ------------------------- Part 5 - Boltzmann Machines -------------------------/
106 Welcome to Part 5 - Boltzmann Machines.html	1.3 KB
/23 Boltzmann Machine Intuition/
107 Plan of attack.mp4	4.0 MB
108 Boltzmann Machine.mp4	33.5 MB
109 Energy-Based Models EBM.mp4	19.4 MB
110 Editing Wikipedia - Our Contribution to the World.mp4	28.7 MB
111 Restricted Boltzmann Machine.mp4	41.2 MB
112 Contrastive Divergence.mp4	31.0 MB
113 Deep Belief Networks.mp4	13.2 MB
114 Deep Boltzmann Machines.mp4	6.1 MB
/24 Building a Boltzmann Machine/
115 How to get the dataset.mp4	6.8 MB
116 Installing Ubuntu on Windows.mp4	58.0 MB
117 Installing PyTorch.mp4	6.0 MB
118 Building a Boltzmann Machine - Introduction.mp4	35.7 MB
119 Same Data Preprocessing in Parts 5 and 6.html	0.7 KB
120 Building a Boltzmann Machine - Step 1.mp4	31.9 MB
121 Building a Boltzmann Machine - Step 2.mp4	31.0 MB
122 Building a Boltzmann Machine - Step 3.mp4	27.2 MB
123 Building a Boltzmann Machine - Step 4.mp4	67.7 MB
124 Building a Boltzmann Machine - Step 5.mp4	16.2 MB
125 Building a Boltzmann Machine - Step 6.mp4	26.4 MB
126 Building a Boltzmann Machine - Step 7.mp4	32.7 MB
127 Building a Boltzmann Machine - Step 8.mp4	41.3 MB
128 Building a Boltzmann Machine - Step 9.mp4	21.4 MB
129 Building a Boltzmann Machine - Step 10.mp4	34.8 MB
130 Building a Boltzmann Machine - Step 11.mp4	23.5 MB
131 Building a Boltzmann Machine - Step 12.mp4	43.6 MB
132 Building a Boltzmann Machine - Step 13.mp4	61.4 MB
133 Building a Boltzmann Machine - Step 14.mp4	56.7 MB
/25 ---------------------------- Part 6 - AutoEncoders ----------------------------/
134 Welcome to Part 6 - AutoEncoders.html	0.9 KB
/26 AutoEncoders Intuition/
135 Plan of attack.mp4	4.3 MB
136 Auto Encoders.mp4	29.6 MB
137 A Note on Biases.mp4	2.6 MB
138 Training an Auto Encoder.mp4	14.2 MB
139 Overcomplete hidden layers.mp4	8.0 MB
140 Sparse Autoencoders.mp4	14.7 MB
141 Denoising Autoencoders.mp4	6.0 MB
142 Contractive Autoencoders.mp4	5.5 MB
143 Stacked Autoencoders.mp4	4.7 MB
144 Deep Autoencoders.mp4	3.5 MB
/27 Building an AutoEncoder/
145 How to get the dataset.mp4	6.8 MB
146 Installing Ubuntu on Windows.mp4	58.0 MB
147 Installing PyTorch.mp4	6.0 MB
148 Same Data Preprocessing in Parts 5 and 6.html	0.7 KB
149 Building an AutoEncoder - Step 1.mp4	38.5 MB
150 Building an AutoEncoder - Step 2.mp4	29.2 MB
151 Building an AutoEncoder - Step 3.mp4	21.1 MB
152 Homework Challenge - Coding Exercise.html	1.9 KB
153 Building an AutoEncoder - Step 4.mp4	52.0 MB
154 Building an AutoEncoder - Step 5.mp4	12.4 MB
155 Building an AutoEncoder - Step 6.mp4	54.7 MB
156 Building an AutoEncoder - Step 7.mp4	35.3 MB
157 Building an AutoEncoder - Step 8.mp4	35.5 MB
158 Building an AutoEncoder - Step 9.mp4	33.1 MB
159 Building an AutoEncoder - Step 10.mp4	11.8 MB
160 Building an AutoEncoder - Step 11.mp4	29.7 MB
/28 ------------------- Annex - Get the Machine Learning Basics -------------------/
161 Annex - Get the Machine Learning Basics.html	1.2 KB
/29 Regression Classification Intuition/
162 Simple Linear Regression Intuition - Step 1.mp4	9.9 MB
163 Simple Linear Regression Intuition - Step 2.mp4	5.6 MB
164 Multiple Linear Regression Intuition.mp4	1.9 MB
165 Logistic Regression Intuition.mp4	30.6 MB
/30 Data Preprocessing Template/
166 Data Preprocessing - Step 1.mp4	13.9 MB
167 Data Preprocessing - Step 2.mp4	16.6 MB
168 Data Preprocessing - Step 3.mp4	22.8 MB
169 Data Preprocessing - Step 4.mp4	30.4 MB
170 Data Preprocessing - Step 5.mp4	24.0 MB
171 Data Preprocessing - Step 6.mp4	23.9 MB
172 Data Preprocessing Template.mp4	8.5 MB
/31 Classification Template/
173 Logistic Regression Implementation - Step 1.mp4	12.8 MB
174 Logistic Regression Implementation - Step 2.mp4	8.5 MB
175 Logistic Regression Implementation - Step 3.mp4	6.2 MB
176 Logistic Regression Implementation - Step 4.mp4	10.1 MB
177 Logistic Regression Implementation - Step 5.mp4	44.5 MB
178 Classification Template.mp4	12.3 MB
/32 Bonus Lectures/
179 YOUR SPECIAL BONUS.html	3.4 KB
/
[FreeCourseSite.com].txt	1.1 KB
[FreeCourseSite.com].url	0.1 KB
[HaxTech.me].txt	1.1 KB
[HaxTech.me].url	0.1 KB
Total files 184