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Please note that this page does not hosts or makes available any of the listed filenames. You
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| [CourseClub.Me].url |
122B |
| [CourseClub.Me].url |
122B |
| [CourseClub.Me].url |
122B |
| [FreeCourseSite.com].url |
127B |
| [FreeCourseSite.com].url |
127B |
| [FreeCourseSite.com].url |
127B |
| [GigaCourse.Com].url |
49B |
| [GigaCourse.Com].url |
49B |
| [GigaCourse.Com].url |
49B |
| 100 - Dataset preparation.mp4 |
323.89MB |
| 100 - Dataset preparation English.vtt |
44.73KB |
| 101 - CSRNET.mp4 |
75.17MB |
| 101 - CSRNET English.vtt |
8.30KB |
| 102 - Training and optimization.mp4 |
51.94MB |
| 102 - Training and optimization English.vtt |
6.74KB |
| 103 - Data augmentation.mp4 |
260.91MB |
| 103 - Data augmentation English.vtt |
30.44KB |
| 104 - Introduction to image generation.mp4 |
27.26MB |
| 104 - Introduction to image generation English.vtt |
3.51KB |
| 105 - Understanding variational autoencoders.mp4 |
117.45MB |
| 105 - Understanding variational autoencoders English.vtt |
16.29KB |
| 106 - VAE training and digit generation.mp4 |
298.62MB |
| 106 - VAE training and digit generation English.vtt |
45.34KB |
| 107 - Latent space visualizations.mp4 |
113.23MB |
| 107 - Latent space visualizations English.vtt |
15.34KB |
| 108 - How GANs work.mp4 |
232.41MB |
| 108 - How GANs work English.vtt |
22.12KB |
| 109 - Improving GAN training.mp4 |
167.92MB |
| 109 - Improving GAN training English.vtt |
26.19KB |
| 10 - Sparse Tensors.mp4 |
18.03MB |
| 10 - Sparse Tensors English.vtt |
3.05KB |
| 110 - Face generation with GANs.mp4 |
408.59MB |
| 110 - Face generation with GANs English.vtt |
56.00KB |
| 111 - Understanding sentiment analysis.mp4 |
89.96MB |
| 111 - Understanding sentiment analysis English.vtt |
12.17KB |
| 112 - Text standardization.mp4 |
123.42MB |
| 112 - Text standardization English.vtt |
15.92KB |
| 113 - Tokenization.mp4 |
123.63MB |
| 113 - Tokenization English.vtt |
18.26KB |
| 114 - Onehot encoding and Bag of Words.mp4 |
124.68MB |
| 114 - Onehot encoding and Bag of Words English.vtt |
16.21KB |
| 115 - Term frequency Inverse Document frequency TFIDF.mp4 |
96.26MB |
| 115 - Term frequency Inverse Document frequency TFIDF English.vtt |
10.63KB |
| 116 - Embeddings.mp4 |
92.53MB |
| 116 - Embeddings English.vtt |
11.83KB |
| 117 - How Recurrent neural networks work.mp4 |
123.49MB |
| 117 - How Recurrent neural networks work English.vtt |
21.60KB |
| 118 - Data preparation.mp4 |
206.52MB |
| 118 - Data preparation English.vtt |
30.45KB |
| 119 - Building and training RNNs.mp4 |
167.14MB |
| 119 - Building and training RNNs English.vtt |
25.80KB |
| 11 - String Tensors.mp4 |
23.03MB |
| 11 - String Tensors English.vtt |
3.62KB |
| 120 - Advanced RNNs LSTM and GRU.mp4 |
227.03MB |
| 120 - Advanced RNNs LSTM and GRU English.vtt |
38.09KB |
| 121 - 1D Convolutional Neural Network.mp4 |
283.92MB |
| 121 - 1D Convolutional Neural Network English.vtt |
33.90KB |
| 122 - Understanding Word2vec.mp4 |
211.08MB |
| 122 - Understanding Word2vec English.vtt |
27.60KB |
| 123 - Integrating pretrained Word2vec embeddings.mp4 |
91.43MB |
| 123 - Integrating pretrained Word2vec embeddings English.vtt |
14.06KB |
| 124 - Testing.mp4 |
52.97MB |
| 124 - Testing English.vtt |
8.20KB |
| 125 - Visualizing embeddings.mp4 |
149.66MB |
| 125 - Visualizing embeddings English.vtt |
17.30KB |
| 126 - Understanding Machine Translation.mp4 |
101.42MB |
| 126 - Understanding Machine Translation English.vtt |
15.23KB |
| 127 - Data preparation.mp4 |
165.79MB |
| 127 - Data preparation English.vtt |
29.23KB |
| 128 - Building training and testing Model.mp4 |
229.03MB |
| 128 - Building training and testing Model English.vtt |
33.40KB |
| 129 - Understanding BLEU Score.mp4 |
74.35MB |
| 129 - Understanding BLEU Score English.vtt |
11.99KB |
| 12 - Tensorflow Variables.mp4 |
44.94MB |
| 12 - Tensorflow Variables English.vtt |
8.25KB |
| 130 - Coding BLEU score from scratch.mp4 |
111.55MB |
| 130 - Coding BLEU score from scratch English.vtt |
16.23KB |
| 131 - Understanding Bahdanau Attention.mp4 |
180.33MB |
| 131 - Understanding Bahdanau Attention English.vtt |
21.62KB |
| 132 - Building training and testing Bahdanau Attention.mp4 |
179.40MB |
| 132 - Building training and testing Bahdanau Attention English.vtt |
24.51KB |
| 133 - Understanding Transformer Networks.mp4 |
606.95MB |
| 133 - Understanding Transformer Networks English.vtt |
69.90KB |
| 134 - Building training and testing Transformers.mp4 |
557.01MB |
| 134 - Building training and testing Transformers English.vtt |
66.88KB |
| 135 - Building Transformers with Custom Attention Layer.mp4 |
183.10MB |
| 135 - Building Transformers with Custom Attention Layer English.vtt |
22.70KB |
| 136 - Visualizing Attention scores.mp4 |
87.28MB |
| 136 - Visualizing Attention scores English.vtt |
14.95KB |
| 137 - Sentiment analysis with Transformer encoder.mp4 |
66.84MB |
| 137 - Sentiment analysis with Transformer encoder English.vtt |
9.74KB |
| 138 - Sentiment analysis with LSH Attention.mp4 |
539.15MB |
| 138 - Sentiment analysis with LSH Attention English.vtt |
81.07KB |
| 139 - Understanding Transfer Learning.mp4 |
72.54MB |
| 139 - Understanding Transfer Learning English.vtt |
13.78KB |
| 13 - Task Understanding.mp4 |
30.55MB |
| 13 - Task Understanding English.vtt |
5.05KB |
| 140 - Ulmfit.mp4 |
45.10MB |
| 140 - Ulmfit English.vtt |
5.08KB |
| 141 - Gpt.mp4 |
119.13MB |
| 141 - Gpt English.vtt |
22.43KB |
| 142 - Bert.mp4 |
140.87MB |
| 142 - Bert English.vtt |
21.21KB |
| 143 - Albert.mp4 |
53.78MB |
| 143 - Albert English.vtt |
5.21KB |
| 144 - Gpt2.mp4 |
136.49MB |
| 144 - Gpt2 English.vtt |
13.12KB |
| 145 - Roberta.mp4 |
20.03MB |
| 145 - Roberta English.vtt |
2.33KB |
| 146 - T5.mp4 |
75.28MB |
| 146 - T5 English.vtt |
9.08KB |
| 147 - Data Preparation.mp4 |
334.96MB |
| 147 - Data Preparation English.vtt |
50.78KB |
| 148 - Buildingtraining and testing model.mp4 |
216.61MB |
| 148 - Buildingtraining and testing model English.vtt |
30.87KB |
| 149 - Problem Understanding and Data Preparation.mp4 |
146.30MB |
| 149 - Problem Understanding and Data Preparation English.vtt |
20.25KB |
| 14 - Data Preparation.mp4 |
276.27MB |
| 14 - Data Preparation English.vtt |
38.47KB |
| 150 - Buildingtraining and testing model.mp4 |
84.04MB |
| 150 - Buildingtraining and testing model English.vtt |
10.84KB |
| 151 - Problem Understanding and Data Preparation.mp4 |
187.94MB |
| 151 - Problem Understanding and Data Preparation English.vtt |
29.89KB |
| 152 - Buildingtraining and testing model.mp4 |
97.93MB |
| 152 - Buildingtraining and testing model English.vtt |
14.73KB |
| 153 - Problem Understanding and Data Preparation.mp4 |
605.05MB |
| 153 - Problem Understanding and Data Preparation English.vtt |
67.73KB |
| 154 - Buildingtraining and testing model.mp4 |
109.28MB |
| 154 - Buildingtraining and testing model English.vtt |
13.85KB |
| 155 - Problem Understanding and Sentence Embeddings.mp4 |
311.33MB |
| 155 - Problem Understanding and Sentence Embeddings English.vtt |
40.08KB |
| 156 - Dataset preparation.mp4 |
331.19MB |
| 156 - Dataset preparation English.vtt |
41.35KB |
| 157 - Buildingtraining and testing model.mp4 |
396.13MB |
| 157 - Buildingtraining and testing model English.vtt |
49.25KB |
| 158 - Problem Understanding and Data Preparation.mp4 |
185.73MB |
| 158 - Problem Understanding and Data Preparation English.vtt |
25.54KB |
| 159 - Buildingtraining and testing model.mp4 |
253.44MB |
| 159 - Buildingtraining and testing model English.vtt |
29.27KB |
| 15 - Linear Regression Model.mp4 |
105.10MB |
| 15 - Linear Regression Model English.vtt |
16.79KB |
| 160 - Problem Understanding and Data Preparation.mp4 |
65.66MB |
| 160 - Problem Understanding and Data Preparation English.vtt |
10.09KB |
| 161 - Buildingtraining and testing model.mp4 |
54.90MB |
| 161 - Buildingtraining and testing model English.vtt |
7.89KB |
| 162 - Problem Understanding and Data Preparation.mp4 |
236.86MB |
| 162 - Problem Understanding and Data Preparation English.vtt |
29.40KB |
| 163 - Buildingtraining and testing model.mp4 |
134.69MB |
| 163 - Buildingtraining and testing model English.vtt |
16.70KB |
| 164 - Welcome.mp4 |
5.11MB |
| 164 - Welcome English.vtt |
1.99KB |
| 165 - General Introduction.mp4 |
53.96MB |
| 165 - General Introduction English.vtt |
11.79KB |
| 166 - Applications of Deep Learning.mp4 |
70.50MB |
| 166 - Applications of Deep Learning English.vtt |
8.63KB |
| 167 - About this Course.mp4 |
70.85MB |
| 167 - About this Course English.vtt |
9.72KB |
| 168 - Link to Code.html |
107B |
| 169 - Python Installation.mp4 |
18.14MB |
| 169 - Python Installation English.vtt |
4.28KB |
| 16 - Error sanctioning.mp4 |
95.14MB |
| 16 - Error sanctioning English.vtt |
16.04KB |
| 170 - Variables and Basic Operators.mp4 |
134.93MB |
| 170 - Variables and Basic Operators English.vtt |
28.11KB |
| 171 - Conditional Statements.mp4 |
89.58MB |
| 171 - Conditional Statements English.vtt |
17.68KB |
| 172 - Loops.mp4 |
93.23MB |
| 172 - Loops English.vtt |
22.45KB |
| 173 - Methods.mp4 |
88.44MB |
| 173 - Methods English.vtt |
21.49KB |
| 174 - Objects and Classes.mp4 |
59.12MB |
| 174 - Objects and Classes English.vtt |
14.91KB |
| 175 - Operator Overloading.mp4 |
52.88MB |
| 175 - Operator Overloading English.vtt |
11.87KB |
| 176 - Method Types.mp4 |
48.35MB |
| 176 - Method Types English.vtt |
9.23KB |
| 177 - Inheritance.mp4 |
57.33MB |
| 177 - Inheritance English.vtt |
10.92KB |
| 178 - Encapsulation.mp4 |
11.58MB |
| 178 - Encapsulation English.vtt |
2.06KB |
| 179 - Polymorphism.mp4 |
13.40MB |
| 179 - Polymorphism English.vtt |
2.54KB |
| 17 - Training and Optimization.mp4 |
116.69MB |
| 17 - Training and Optimization English.vtt |
17.18KB |
| 180 - Decorators.mp4 |
90.74MB |
| 180 - Decorators English.vtt |
18.33KB |
| 181 - Generators.mp4 |
46.58MB |
| 181 - Generators English.vtt |
9.44KB |
| 182 - Numpy Package.mp4 |
207.95MB |
| 182 - Numpy Package English.vtt |
50.46KB |
| 183 - Matplotlib Introduction.mp4 |
21.53MB |
| 183 - Matplotlib Introduction English.vtt |
4.88KB |
| 184 - Task Machine Learning Development Life Cycle.mp4 |
80.33MB |
| 184 - Task Machine Learning Development Life Cycle English.vtt |
14.74KB |
| 185 - Data Machine Learning Development Life Cycle.mp4 |
82.70MB |
| 185 - Data Machine Learning Development Life Cycle English.vtt |
16.51KB |
| 186 - Model Machine Learning Development Life Cycle.mp4 |
98.60MB |
| 186 - Model Machine Learning Development Life Cycle English.vtt |
19.58KB |
| 187 - Error Sanctioning Machine Learning Development Life Cycle.mp4 |
178.89MB |
| 187 - Error Sanctioning Machine Learning Development Life Cycle English.vtt |
29.39KB |
| 188 - Linear Regression.mp4 |
240.96MB |
| 188 - Linear Regression English.vtt |
45.56KB |
| 189 - Logistic Regression.mp4 |
229.45MB |
| 189 - Logistic Regression English.vtt |
36.12KB |
| 18 - Performance Measurement.mp4 |
21.95MB |
| 18 - Performance Measurement English.vtt |
3.06KB |
| 190 - Linear Regression Practice.mp4 |
130.24MB |
| 190 - Linear Regression Practice English.vtt |
26.58KB |
| 191 - Logistic Regression Practice.mp4 |
72.45MB |
| 191 - Logistic Regression Practice English.vtt |
14.53KB |
| 192 - Optimization.mp4 |
126.89MB |
| 192 - Optimization English.vtt |
21.77KB |
| 193 - Performance Measurement.mp4 |
210.23MB |
| 193 - Performance Measurement English.vtt |
37.80KB |
| 194 - Validation and Testing.mp4 |
42.58MB |
| 194 - Validation and Testing English.vtt |
9.00KB |
| 195 - Softmax Regression Data.mp4 |
48.63MB |
| 195 - Softmax Regression Data English.vtt |
5.60KB |
| 196 - Softmax Regression Modeling.mp4 |
36.30MB |
| 196 - Softmax Regression Modeling English.vtt |
7.50KB |
| 197 - Softmax Regression Errror Sanctioning.mp4 |
47.12MB |
| 197 - Softmax Regression Errror Sanctioning English.vtt |
9.94KB |
| 198 - Softmax Regression Training and Optimization.mp4 |
207.06MB |
| 198 - Softmax Regression Training and Optimization English.vtt |
36.96KB |
| 199 - Softmax Regression Performance Measurement.mp4 |
62.61MB |
| 199 - Softmax Regression Performance Measurement English.vtt |
9.81KB |
| 19 - Validation and testing.mp4 |
135.70MB |
| 19 - Validation and testing English.vtt |
21.30KB |
| 1 - Welcome.mp4 |
33.25MB |
| 1 - Welcome English.vtt |
3.12KB |
| 200 - Neural Networks Modeling.mp4 |
186.31MB |
| 200 - Neural Networks Modeling English.vtt |
29.52KB |
| 201 - Neural Networks Error Sanctioning.mp4 |
8.46MB |
| 201 - Neural Networks Error Sanctioning English.vtt |
2.09KB |
| 202 - Neural Networks Training and Optimization.mp4 |
366.15MB |
| 202 - Neural Networks Training and Optimization English.vtt |
50.26KB |
| 203 - Neural Networks Training and Optimization Practicals.mp4 |
212.58MB |
| 203 - Neural Networks Training and Optimization Practicals English.vtt |
36.80KB |
| 204 - Neural Networks Performance Measurement.mp4 |
22.23MB |
| 204 - Neural Networks Performance Measurement English.vtt |
3.86KB |
| 205 - Neural Networks Validation and testing.mp4 |
58.98MB |
| 205 - Neural Networks Validation and testing English.vtt |
9.41KB |
| 206 - Solving Overfitting and Underfitting.mp4 |
164.35MB |
| 206 - Solving Overfitting and Underfitting English.vtt |
25.72KB |
| 207 - Shuffling.mp4 |
5.78MB |
| 207 - Shuffling English.vtt |
1.24KB |
| 208 - Ensembling.mp4 |
4.47MB |
| 208 - Ensembling English.vtt |
748B |
| 209 - Weight Initialization.mp4 |
103.18MB |
| 209 - Weight Initialization English.vtt |
17.24KB |
| 20 - Corrective Measures.mp4 |
195.86MB |
| 20 - Corrective Measures English.vtt |
26.95KB |
| 210 - Data Imbalance.mp4 |
27.43MB |
| 210 - Data Imbalance English.vtt |
5.20KB |
| 211 - Learning rate decay.mp4 |
12.43MB |
| 211 - Learning rate decay English.vtt |
2.60KB |
| 212 - Normalization.mp4 |
100.83MB |
| 212 - Normalization English.vtt |
17.71KB |
| 213 - Hyperparameter tuning.mp4 |
14.46MB |
| 213 - Hyperparameter tuning English.vtt |
3.31KB |
| 214 - In Class Exercise.mp4 |
27.60MB |
| 214 - In Class Exercise English.vtt |
4.61KB |
| 215 - TensorFlow Installation.mp4 |
94.96MB |
| 215 - TensorFlow Installation English.vtt |
13.05KB |
| 216 - Introduction to TensorFlow.mp4 |
107.73MB |
| 216 - Introduction to TensorFlow English.vtt |
17.99KB |
| 217 - TensorFlow Basics.mp4 |
120.10MB |
| 217 - TensorFlow Basics English.vtt |
29.92KB |
| 218 - Training a Neural Network with TensorFlow.mp4 |
231.47MB |
| 218 - Training a Neural Network with TensorFlow English.vtt |
47.20KB |
| 219 - Tiny Imagenet Dataset.mp4 |
85.36MB |
| 219 - Tiny Imagenet Dataset English.vtt |
10.31KB |
| 21 - Task understanding.mp4 |
63.74MB |
| 21 - Task understanding English.vtt |
9.21KB |
| 220 - TinyImagenet Preparation.mp4 |
130.98MB |
| 220 - TinyImagenet Preparation English.vtt |
23.35KB |
| 221 - Introduction to Convolutional Neural Networks.mp4 |
359.68MB |
| 221 - Introduction to Convolutional Neural Networks English.vtt |
67.91KB |
| 222 - Error Sanctioning.mp4 |
26.21MB |
| 222 - Error Sanctioning English.vtt |
6.90KB |
| 223 - Training Validation and Performance Measurement.mp4 |
20.88MB |
| 223 - Training Validation and Performance Measurement English.vtt |
3.68KB |
| 224 - Reducing overfitting.mp4 |
62.77MB |
| 224 - Reducing overfitting English.vtt |
8.64KB |
| 225 - VGGNet.mp4 |
168.44MB |
| 225 - VGGNet English.vtt |
16.42KB |
| 226 - InceptionNet.mp4 |
137.03MB |
| 226 - InceptionNet English.vtt |
18.34KB |
| 227 - ResNet.mp4 |
196.47MB |
| 227 - ResNet English.vtt |
17.01KB |
| 228 - MobileNet.mp4 |
198.10MB |
| 228 - MobileNet English.vtt |
22.70KB |
| 229 - EfficientNet.mp4 |
393.68MB |
| 229 - EfficientNet English.vtt |
39.07KB |
| 22 - Data Preparation.mp4 |
160.58MB |
| 22 - Data Preparation English.vtt |
23.39KB |
| 230 - Transfer Learning and FineTuning.mp4 |
439.95MB |
| 230 - Transfer Learning and FineTuning English.vtt |
62.45KB |
| 231 - Data Augmentation.mp4 |
71.28MB |
| 231 - Data Augmentation English.vtt |
12.07KB |
| 232 - Callbacks.mp4 |
123.66MB |
| 232 - Callbacks English.vtt |
16.86KB |
| 233 - Monitoring with TensorBoard.mp4 |
101.44MB |
| 233 - Monitoring with TensorBoard English.vtt |
18.02KB |
| 234 - ConvNet Project 1.mp4 |
10.43MB |
| 234 - ConvNet Project 1 English.vtt |
2.71KB |
| 235 - ConvNet Project 2.mp4 |
30.02MB |
| 235 - ConvNet Project 2 English.vtt |
4.62KB |
| 236 - Sentiment Analysis Dataset.mp4 |
153.52MB |
| 236 - Sentiment Analysis Dataset English.vtt |
27.07KB |
| 237 - Imdb Dataset Code.mp4 |
287.50MB |
| 237 - Imdb Dataset Code English.vtt |
39.76KB |
| 238 - Recurrent Neural Networks.mp4 |
207.53MB |
| 238 - Recurrent Neural Networks English.vtt |
37.31KB |
| 239 - Training and Optimization Evaluation.mp4 |
86.19MB |
| 239 - Training and Optimization Evaluation English.vtt |
15.51KB |
| 23 - Data visualization.mp4 |
16.84MB |
| 23 - Data visualization English.vtt |
3.03KB |
| 240 - Embeddings.mp4 |
98.23MB |
| 240 - Embeddings English.vtt |
17.72KB |
| 241 - LSTM.mp4 |
145.99MB |
| 241 - LSTM English.vtt |
21.09KB |
| 242 - GRU.mp4 |
30.36MB |
| 242 - GRU English.vtt |
5.52KB |
| 243 - 1D Convolutions.mp4 |
65.74MB |
| 243 - 1D Convolutions English.vtt |
13.98KB |
| 244 - Bidirectional RNNs.mp4 |
37.40MB |
| 244 - Bidirectional RNNs English.vtt |
5.82KB |
| 245 - Word2Vec.mp4 |
96.28MB |
| 245 - Word2Vec English.vtt |
14.30KB |
| 246 - RNN Project.mp4 |
27.75MB |
| 246 - RNN Project English.vtt |
3.89KB |
| 247 - Breast Cancer Dataset.mp4 |
91.07MB |
| 247 - Breast Cancer Dataset English.vtt |
13.77KB |
| 248 - ResNet Model.mp4 |
13.32MB |
| 248 - ResNet Model English.vtt |
2.48KB |
| 249 - Training and Performance Measurement.mp4 |
150.06MB |
| 249 - Training and Performance Measurement English.vtt |
25.18KB |
| 24 - Data Processing.mp4 |
54.48MB |
| 24 - Data Processing English.vtt |
9.12KB |
| 250 - Corrective Measures.mp4 |
49.56MB |
| 250 - Corrective Measures English.vtt |
9.30KB |
| 251 - Plant Disease Project.mp4 |
38.99MB |
| 251 - Plant Disease Project English.vtt |
5.77KB |
| 252 - Object Detection.mp4 |
49.19MB |
| 252 - Object Detection English.vtt |
7.22KB |
| 253 - Pascal VOC Dataset.mp4 |
402.54MB |
| 253 - Pascal VOC Dataset English.vtt |
59.55KB |
| 254 - Modeling YOLO v1.mp4 |
479.17MB |
| 254 - Modeling YOLO v1 English.vtt |
49.07KB |
| 255 - Error Sanctioning.mp4 |
185.73MB |
| 255 - Error Sanctioning English.vtt |
32.78KB |
| 256 - Training and Optimization.mp4 |
111.82MB |
| 256 - Training and Optimization English.vtt |
11.18KB |
| 257 - Testing.mp4 |
162.37MB |
| 257 - Testing English.vtt |
23.86KB |
| 258 - Performance Measurement Mean Average Precision mAP.mp4 |
266.96MB |
| 258 - Performance Measurement Mean Average Precision mAP English.vtt |
46.04KB |
| 259 - Data Augmentation.mp4 |
96.48MB |
| 259 - Data Augmentation English.vtt |
15.56KB |
| 25 - How and Why Convolutional Neural Networks work.mp4 |
348.73MB |
| 25 - How and Why Convolutional Neural Networks work English.vtt |
51.95KB |
| 260 - YOLO v3.mp4 |
614.10MB |
| 260 - YOLO v3 English.vtt |
75.99KB |
| 261 - Instance Segmentation Project.mp4 |
10.59MB |
| 261 - Instance Segmentation Project English.vtt |
1.62KB |
| 262 - Image Segmentation Oxford IIIT Pet Dataset.mp4 |
57.38MB |
| 262 - Image Segmentation Oxford IIIT Pet Dataset English.vtt |
8.17KB |
| 263 - UNET model.mp4 |
113.20MB |
| 263 - UNET model English.vtt |
17.80KB |
| 264 - Training and Optimization.mp4 |
41.88MB |
| 264 - Training and Optimization English.vtt |
5.45KB |
| 265 - Data Augmentation and Dropout.mp4 |
27.24MB |
| 265 - Data Augmentation and Dropout English.vtt |
4.80KB |
| 266 - Class weighting and reduced network.mp4 |
123.39MB |
| 266 - Class weighting and reduced network English.vtt |
16.28KB |
| 267 - Semantic Segmentation Project.mp4 |
1.46MB |
| 267 - Semantic Segmentation Project English.vtt |
527B |
| 268 - People Counting Shangai Tech Dataset.mp4 |
79.51MB |
| 268 - People Counting Shangai Tech Dataset English.vtt |
12.66KB |
| 269 - Dataset Preparation.mp4 |
303.13MB |
| 269 - Dataset Preparation English.vtt |
44.99KB |
| 26 - Building Convnets in Tensorflow.mp4 |
44.70MB |
| 26 - Building Convnets in Tensorflow English.vtt |
7.30KB |
| 270 - CSRNET.mp4 |
71.35MB |
| 270 - CSRNET English.vtt |
8.49KB |
| 271 - Training and Optimization.mp4 |
49.16MB |
| 271 - Training and Optimization English.vtt |
6.78KB |
| 272 - Data Augmentation.mp4 |
245.48MB |
| 272 - Data Augmentation English.vtt |
30.56KB |
| 273 - Object Counting Project.mp4 |
2.79MB |
| 273 - Object Counting Project English.vtt |
1.13KB |
| 274 - FreEng Dataset and Task.mp4 |
123.01MB |
| 274 - FreEng Dataset and Task English.vtt |
18.13KB |
| 275 - Sequence to Sequence Models.mp4 |
198.22MB |
| 275 - Sequence to Sequence Models English.vtt |
30.77KB |
| 276 - Training Sequence to Sequence Models.mp4 |
14.89MB |
| 276 - Training Sequence to Sequence Models English.vtt |
3.45KB |
| 277 - Performance Measurement BLEU Score.mp4 |
167.50MB |
| 277 - Performance Measurement BLEU Score English.vtt |
33.75KB |
| 278 - Testing Sequence to Sequence Models.mp4 |
74.60MB |
| 278 - Testing Sequence to Sequence Models English.vtt |
12.61KB |
| 279 - Attention Mechanism Bahdanau Attention.mp4 |
421.45MB |
| 279 - Attention Mechanism Bahdanau Attention English.vtt |
62.44KB |
| 27 - Binary Crossentropy loss.mp4 |
47.15MB |
| 27 - Binary Crossentropy loss English.vtt |
8.48KB |
| 280 - Transformers Theory.mp4 |
332.15MB |
| 280 - Transformers Theory English.vtt |
61.54KB |
| 281 - Building Transformers with TensorFlow 2.mp4 |
315.87MB |
| 281 - Building Transformers with TensorFlow 2 English.vtt |
60.75KB |
| 282 - Text Normalization project.mp4 |
23.77MB |
| 282 - Text Normalization project English.vtt |
3.30KB |
| 283 - Understanding Question Answering.mp4 |
12.90MB |
| 283 - Understanding Question Answering English.vtt |
2.71KB |
| 284 - SQUAD dataset.mp4 |
224.01MB |
| 284 - SQUAD dataset English.vtt |
22.07KB |
| 285 - SQUAD dataset preparation.mp4 |
165.34MB |
| 285 - SQUAD dataset preparation English.vtt |
22.44KB |
| 286 - Context Answer Network.mp4 |
62.43MB |
| 286 - Context Answer Network English.vtt |
10.38KB |
| 287 - Training and Optimization.mp4 |
36.00MB |
| 287 - Training and Optimization English.vtt |
6.05KB |
| 288 - Data Augmentation.mp4 |
14.50MB |
| 288 - Data Augmentation English.vtt |
2.46KB |
| 289 - LSH Attention.mp4 |
478.77MB |
| 289 - LSH Attention English.vtt |
80.11KB |
| 28 - Convnet training.mp4 |
113.76MB |
| 28 - Convnet training English.vtt |
15.13KB |
| 290 - BERT Model.mp4 |
220.33MB |
| 290 - BERT Model English.vtt |
19.15KB |
| 291 - BERT Practice.mp4 |
288.60MB |
| 291 - BERT Practice English.vtt |
37.60KB |
| 292 - GPT Based Chatbot.mp4 |
11.11MB |
| 292 - GPT Based Chatbot English.vtt |
1.31KB |
| 293 - What is Automatic Speech Recognition.mp4 |
12.41MB |
| 293 - What is Automatic Speech Recognition English.vtt |
2.95KB |
| 294 - LJ Speech Dataset.mp4 |
45.90MB |
| 294 - LJ Speech Dataset English.vtt |
8.57KB |
| 295 - Fourier Transform.mp4 |
224.19MB |
| 295 - Fourier Transform English.vtt |
37.02KB |
| 296 - Short Time Fourier Transform.mp4 |
160.96MB |
| 296 - Short Time Fourier Transform English.vtt |
27.19KB |
| 297 - Conv CTC Model.mp4 |
115.32MB |
| 297 - Conv CTC Model English.vtt |
21.98KB |
| 298 - Speech Transformer.mp4 |
234.21MB |
| 298 - Speech Transformer English.vtt |
25.62KB |
| 299 - Audio Classification project.mp4 |
4.42MB |
| 299 - Audio Classification project English.vtt |
758B |
| 29 - Model evaluation and testing.mp4 |
39.71MB |
| 29 - Model evaluation and testing English.vtt |
6.00KB |
| 2 - General Introduction.mp4 |
216.83MB |
| 2 - General Introduction English.vtt |
29.60KB |
| 300 - Flickr 30k Dataset.mp4 |
188.01MB |
| 300 - Flickr 30k Dataset English.vtt |
23.88KB |
| 301 - CNN Transformer Model.mp4 |
43.38MB |
| 301 - CNN Transformer Model English.vtt |
6.77KB |
| 302 - Training and Optimization.mp4 |
177.09MB |
| 302 - Training and Optimization English.vtt |
21.96KB |
| 303 - Vision Transformers.mp4 |
238.28MB |
| 303 - Vision Transformers English.vtt |
25.43KB |
| 304 - OCR Project.mp4 |
4.12MB |
| 304 - OCR Project English.vtt |
791B |
| 305 - Introduction to Generative Modeling.mp4 |
77.31MB |
| 305 - Introduction to Generative Modeling English.vtt |
7.91KB |
| 306 - Image Generation.mp4 |
88.68MB |
| 306 - Image Generation English.vtt |
12.39KB |
| 307 - GAN Loss.mp4 |
55.57MB |
| 307 - GAN Loss English.vtt |
10.47KB |
| 308 - GAN training and Optimization.mp4 |
190.03MB |
| 308 - GAN training and Optimization English.vtt |
27.21KB |
| 309 - Wasserstein GAN.mp4 |
277.51MB |
| 309 - Wasserstein GAN English.vtt |
36.93KB |
| 30 - Loading and Saving Tensorflow Models to Google Drive.mp4 |
128.96MB |
| 30 - Loading and Saving Tensorflow Models to Google Drive English.vtt |
20.27KB |
| 310 - Image to Image Translation Project.mp4 |
5.69MB |
| 310 - Image to Image Translation Project English.vtt |
923B |
| 311 - Introduction.mp4 |
24.07MB |
| 311 - Introduction English.vtt |
5.18KB |
| 312 - Model Preparation.mp4 |
63.93MB |
| 312 - Model Preparation English.vtt |
8.31KB |
| 313 - Deployment.mp4 |
52.77MB |
| 313 - Deployment English.vtt |
12.28KB |
| 31 - Functional API.mp4 |
138.37MB |
| 31 - Functional API English.vtt |
17.76KB |
| 32 - Model Subclassing.mp4 |
119.56MB |
| 32 - Model Subclassing English.vtt |
16.08KB |
| 33 - Custom Layers.mp4 |
135.71MB |
| 33 - Custom Layers English.vtt |
19.27KB |
| 34 - PrecisionRecall and Accuracy.mp4 |
211.28MB |
| 34 - PrecisionRecall and Accuracy English.vtt |
25.01KB |
| 35 - Confusion Matrix.mp4 |
62.37MB |
| 35 - Confusion Matrix English.vtt |
10.79KB |
| 36 - ROC Plots.mp4 |
50.18MB |
| 36 - ROC Plots English.vtt |
8.99KB |
| 37 - Tensorflow Callbacks.mp4 |
217.28MB |
| 37 - Tensorflow Callbacks English.vtt |
27.93KB |
| 38 - Learning rate scheduling.mp4 |
136.89MB |
| 38 - Learning rate scheduling English.vtt |
19.19KB |
| 39 - Model checkpointing.mp4 |
61.84MB |
| 39 - Model checkpointing English.vtt |
8.51KB |
| 3 - Link to Code.html |
438B |
| 40 - Mitigating overfitting and underfitting.mp4 |
202.09MB |
| 40 - Mitigating overfitting and underfitting English.vtt |
30.78KB |
| 41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 |
424.01MB |
| 41 - Data augmentation with TensorFlow using tfimage and Keras Layers English.vtt |
61.01KB |
| 42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4 |
161.77MB |
| 42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt |
20.91KB |
| 43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 |
344.15MB |
| 43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata English.vtt |
43.66KB |
| 44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 |
617.46MB |
| 44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt |
91.67KB |
| 45 - Custom Loss and Metrics.mp4 |
175.98MB |
| 45 - Custom Loss and Metrics English.vtt |
24.45KB |
| 46 - Eager and graph modes.mp4 |
88.69MB |
| 46 - Eager and graph modes English.vtt |
14.21KB |
| 47 - Custom training loops.mp4 |
235.00MB |
| 47 - Custom training loops English.vtt |
29.31KB |
| 48 - Data logging.mp4 |
287.17MB |
| 48 - Data logging English.vtt |
39.03KB |
| 49 - Viewing model graphs.mp4 |
21.48MB |
| 49 - Viewing model graphs English.vtt |
3.39KB |
| 4 - Tensor Basics.mp4 |
43.54MB |
| 4 - Tensor Basics English.vtt |
7.18KB |
| 50 - Hyperparameter tuning.mp4 |
194.96MB |
| 50 - Hyperparameter tuning English.vtt |
23.05KB |
| 51 - Profiling and other visualizations with Tensorboard.mp4 |
69.19MB |
| 51 - Profiling and other visualizations with Tensorboard English.vtt |
8.90KB |
| 52 - Experiment tracking.mp4 |
469.69MB |
| 52 - Experiment tracking English.vtt |
64.29KB |
| 53 - Hyperparameter tuning with wandb.mp4 |
222.61MB |
| 53 - Hyperparameter tuning with wandb English.vtt |
30.79KB |
| 54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 |
329.47MB |
| 54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt |
50.42KB |
| 55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4 |
137.45MB |
| 55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt |
19.47KB |
| 56 - Data preparation.mp4 |
225.51MB |
| 56 - Data preparation English.vtt |
32.08KB |
| 57 - Modeling and training.mp4 |
371.90MB |
| 57 - Modeling and training English.vtt |
59.94KB |
| 58 - Data augmentation.mp4 |
142.06MB |
| 58 - Data augmentation English.vtt |
20.16KB |
| 59 - Tensorflow records.mp4 |
293.67MB |
| 59 - Tensorflow records English.vtt |
40.32KB |
| 5 - Tensor Initialization and Casting.mp4 |
406.58MB |
| 5 - Tensor Initialization and Casting English.vtt |
66.90KB |
| 60 - Alexnet.mp4 |
183.37MB |
| 60 - Alexnet English.vtt |
18.07KB |
| 61 - Vggnet.mp4 |
116.48MB |
| 61 - Vggnet English.vtt |
12.26KB |
| 62 - Resnet.mp4 |
351.43MB |
| 62 - Resnet English.vtt |
35.60KB |
| 63 - Coding Resnets.mp4 |
180.33MB |
| 63 - Coding Resnets English.vtt |
26.63KB |
| 64 - Mobilenet.mp4 |
206.72MB |
| 64 - Mobilenet English.vtt |
27.34KB |
| 65 - Efficientnet.mp4 |
189.19MB |
| 65 - Efficientnet English.vtt |
18.50KB |
| 66 - Leveraging pretrained models.mp4 |
163.53MB |
| 66 - Leveraging pretrained models English.vtt |
25.17KB |
| 67 - Finetuning.mp4 |
112.14MB |
| 67 - Finetuning English.vtt |
14.04KB |
| 68 - Visualizing intermediate layers.mp4 |
158.00MB |
| 68 - Visualizing intermediate layers English.vtt |
21.23KB |
| 69 - Gradcam method.mp4 |
226.82MB |
| 69 - Gradcam method English.vtt |
24.02KB |
| 6 - Indexing.mp4 |
77.56MB |
| 6 - Indexing English.vtt |
18.46KB |
| 70 - Ensembling.mp4 |
45.24MB |
| 70 - Ensembling English.vtt |
5.97KB |
| 71 - Class Imbalance.mp4 |
100.63MB |
| 71 - Class Imbalance English.vtt |
12.84KB |
| 72 - Understanding VITs.mp4 |
421.96MB |
| 72 - Understanding VITs English.vtt |
56.68KB |
| 73 - Building VITs from scratch.mp4 |
398.78MB |
| 73 - Building VITs from scratch English.vtt |
57.17KB |
| 74 - Finetuning Huggingface transformers.mp4 |
206.56MB |
| 74 - Finetuning Huggingface transformers English.vtt |
27.15KB |
| 75 - Model evaluation with wandb.mp4 |
140.27MB |
| 75 - Model evaluation with wandb English.vtt |
25.11KB |
| 76 - Data efficient transformers.mp4 |
72.79MB |
| 76 - Data efficient transformers English.vtt |
9.16KB |
| 77 - Swin transformers.mp4 |
192.32MB |
| 77 - Swin transformers English.vtt |
17.01KB |
| 78 - Model Conversion from Tensorflow to Onnx.mp4 |
205.49MB |
| 78 - Model Conversion from Tensorflow to Onnx English.vtt |
26.09KB |
| 79 - Understanding quantization.mp4 |
268.16MB |
| 79 - Understanding quantization English.vtt |
29.31KB |
| 7 - Maths Operations in Tensorflow.mp4 |
215.05MB |
| 7 - Maths Operations in Tensorflow English.vtt |
38.18KB |
| 80 - Practical quantization of Onnx.mp4 |
64.98MB |
| 80 - Practical quantization of Onnx English.vtt |
9.14KB |
| 81 - Quantization aware training.mp4 |
160.51MB |
| 81 - Quantization aware training English.vtt |
19.97KB |
| 82 - Conversion to Tensorflow Lite.mp4 |
154.66MB |
| 82 - Conversion to Tensorflow Lite English.vtt |
20.03KB |
| 83 - What is an API.mp4 |
127.92MB |
| 83 - What is an API English.vtt |
21.87KB |
| 84 - Building the Emotions Detection API with Fastapi.mp4 |
674.61MB |
| 84 - Building the Emotions Detection API with Fastapi English.vtt |
88.85KB |
| 85 - Deploy the Emotions Detection API to the Cloud.mp4 |
100.23MB |
| 85 - Deploy the Emotions Detection API to the Cloud English.vtt |
13.65KB |
| 86 - Load tesing the Emotions Detection API with Locust.mp4 |
106.32MB |
| 86 - Load tesing the Emotions Detection API with Locust English.vtt |
15.64KB |
| 87 - Understanding object detection.mp4 |
52.40MB |
| 87 - Understanding object detection English.vtt |
7.37KB |
| 88 - YOLO paper.mp4 |
571.99MB |
| 88 - YOLO paper English.vtt |
68.07KB |
| 89 - Dataset Preparation.mp4 |
401.11MB |
| 89 - Dataset Preparation English.vtt |
47.08KB |
| 8 - Linear Algebra Operations in Tensorflow.mp4 |
371.54MB |
| 8 - Linear Algebra Operations in Tensorflow English.vtt |
68.65KB |
| 90 - YOLO Resnet.mp4 |
53.93MB |
| 90 - YOLO Resnet English.vtt |
6.03KB |
| 91 - Data augmentation.mp4 |
219.37MB |
| 91 - Data augmentation English.vtt |
26.67KB |
| 92 - Testing.mp4 |
308.81MB |
| 92 - Testing English.vtt |
35.49KB |
| 93 - Data generators.mp4 |
51.44MB |
| 93 - Data generators English.vtt |
5.21KB |
| 94 - Image Segmentation Oxford IIIT Pet Dataset.mp4 |
60.74MB |
| 94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt |
8.16KB |
| 95 - UNET Model.mp4 |
121.49MB |
| 95 - UNET Model English.vtt |
17.50KB |
| 96 - Training and optimization.mp4 |
44.72MB |
| 96 - Training and optimization English.vtt |
5.61KB |
| 97 - Data augmentation and dropout.mp4 |
29.50MB |
| 97 - Data augmentation and dropout English.vtt |
4.92KB |
| 98 - Class weighting.mp4 |
132.14MB |
| 98 - Class weighting English.vtt |
15.88KB |
| 99 - People Counting Shangai Tech Dataset.mp4 |
83.42MB |
| 99 - People Counting Shangai Tech Dataset English.vtt |
12.69KB |
| 9 - Ragged Tensors.mp4 |
78.49MB |
| 9 - Ragged Tensors English.vtt |
13.65KB |