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| [TGx]Downloaded from torrentgalaxy.to .txt |
585B |
| 0 |
119B |
| 1 |
216B |
| 10 |
132.52KB |
| 100 |
1.23MB |
| 100 - UNET model.mp4 |
113.20MB |
| 100 - UNET model English.vtt |
17.21KB |
| 101 |
451.76KB |
| 101 - Training and Optimization.mp4 |
41.88MB |
| 101 - Training and Optimization English.vtt |
5.27KB |
| 102 |
832.96KB |
| 102 - Data Augmentation and Dropout.mp4 |
27.24MB |
| 102 - Data Augmentation and Dropout English.vtt |
4.62KB |
| 103 |
864.87KB |
| 103 - Class weighting and reduced network.mp4 |
123.39MB |
| 103 - Class weighting and reduced network English.vtt |
15.64KB |
| 104 |
1.37MB |
| 104 - Semantic Segmentation Project.mp4 |
1.46MB |
| 104 - Semantic Segmentation Project English.vtt |
511B |
| 105 |
1.65MB |
| 105 - People Counting English.vtt |
12.26KB |
| 105 - People Counting Shangai Tech Dataset.mp4 |
79.51MB |
| 106 |
905.93KB |
| 106 - Dataset Preparation.mp4 |
303.13MB |
| 106 - Dataset Preparation English.vtt |
43.33KB |
| 107 |
1.42MB |
| 107 - CSRNET.mp4 |
71.35MB |
| 107 - CSRNET English.vtt |
8.21KB |
| 108 |
101.42KB |
| 108 - Training and Optimization.mp4 |
49.16MB |
| 108 - Training and Optimization English.vtt |
6.53KB |
| 109 |
634.54KB |
| 109 - Data Augmentation.mp4 |
245.48MB |
| 109 - Data Augmentation English.vtt |
29.43KB |
| 10 - Objects and Classes.mp4 |
59.12MB |
| 10 - Objects and Classes English.vtt |
14.33KB |
| 11 |
890.02KB |
| 110 |
1.42MB |
| 110 - Object Counting Project.mp4 |
2.79MB |
| 110 - Object Counting Project English.vtt |
1.09KB |
| 111 |
119.99KB |
| 111 - FreEng Dataset and Task.mp4 |
123.01MB |
| 111 - Fre English.vtt |
17.48KB |
| 112 |
1.01MB |
| 112 - Sequence to Sequence Models.mp4 |
198.22MB |
| 112 - Sequence to Sequence Models English.vtt |
29.63KB |
| 113 |
618.99KB |
| 113 - Training Sequence to Sequence Models.mp4 |
14.89MB |
| 113 - Training Sequence to Sequence Models English.vtt |
3.33KB |
| 114 |
1.70MB |
| 114 - Performance Measurement BLEU Score.mp4 |
167.50MB |
| 114 - Performance Measurement English.vtt |
32.49KB |
| 115 |
3.68KB |
| 115 - Testing Sequence to Sequence Models.mp4 |
74.60MB |
| 115 - Testing Sequence to Sequence Models English.vtt |
12.13KB |
| 116 |
1.64MB |
| 116 - Attention Mechanism Bahdanau Attention.mp4 |
421.45MB |
| 116 - Attention Mechanism English.vtt |
60.24KB |
| 117 |
1.98MB |
| 117 - Transformers Theory.mp4 |
415.53MB |
| 117 - Transformers Theory English.vtt |
53.46KB |
| 118 |
252.29KB |
| 118 - Building Transformers with TensorFlow 2.mp4 |
315.87MB |
| 118 - Building Transformers with TensorFlow 2 English.vtt |
58.68KB |
| 119 |
411.41KB |
| 119 - Text Normalization project.mp4 |
23.77MB |
| 119 - Text Normalization project English.vtt |
3.20KB |
| 11 - Operator Overloading.mp4 |
52.88MB |
| 11 - Operator Overloading English.vtt |
11.36KB |
| 12 |
1.40MB |
| 120 |
584.91KB |
| 120 - Understanding Question Answering.mp4 |
12.90MB |
| 120 - Understanding Question Answering English.vtt |
2.62KB |
| 121 |
780.16KB |
| 121 - SQUAD dataset.mp4 |
224.01MB |
| 121 - SQUAD dataset English.vtt |
21.32KB |
| 122 |
1.79MB |
| 122 - SQUAD dataset preparation.mp4 |
165.34MB |
| 122 - SQUAD dataset preparation English.vtt |
21.66KB |
| 123 |
1.93MB |
| 123 - Context Answer Network.mp4 |
62.43MB |
| 123 - Context English.vtt |
10.05KB |
| 124 |
239.81KB |
| 124 - Training and Optimization.mp4 |
36.00MB |
| 124 - Training and Optimization English.vtt |
5.82KB |
| 125 |
1.77MB |
| 125 - Data Augmentation.mp4 |
14.50MB |
| 125 - Data Augmentation English.vtt |
2.39KB |
| 126 |
479.55KB |
| 126 - LSH Attention.mp4 |
478.77MB |
| 126 - LSH Attention English.vtt |
77.27KB |
| 127 |
1.12MB |
| 127 - BERT Model.mp4 |
220.33MB |
| 127 - BERT Model English.vtt |
18.56KB |
| 128 |
1.86MB |
| 128 - BERT Practice.mp4 |
288.60MB |
| 128 - BERT Practice English.vtt |
36.29KB |
| 129 |
1.11MB |
| 129 - GPT Based Chatbot.mp4 |
11.11MB |
| 129 - GPT Based Chatbot English.vtt |
1.27KB |
| 12 - Method Types.mp4 |
48.35MB |
| 12 - Method Types English.vtt |
8.86KB |
| 13 |
516.34KB |
| 130 |
1.50MB |
| 130 - What is Automatic Speech Recognition.mp4 |
12.41MB |
| 130 - What is Automatic Speech Recognition English.vtt |
2.86KB |
| 131 |
1.54MB |
| 131 - LJ English.vtt |
8.31KB |
| 131 - LJ Speech Dataset.mp4 |
45.90MB |
| 132 |
615.40KB |
| 132 - Fourier Transform.mp4 |
224.19MB |
| 132 - Fourier Transform English.vtt |
35.80KB |
| 133 |
695.76KB |
| 133 - Short Time Fourier Transform.mp4 |
160.96MB |
| 133 - Short Time Fourier Transform English.vtt |
26.28KB |
| 134 |
1.10MB |
| 134 - Conv CTC Model.mp4 |
115.32MB |
| 134 - Conv English.vtt |
21.25KB |
| 135 |
1.57MB |
| 135 - Speech Transformer.mp4 |
234.21MB |
| 135 - Speech Transformer English.vtt |
24.75KB |
| 136 |
1.59MB |
| 136 - Audio Classification project.mp4 |
4.42MB |
| 136 - Audio Classification project English.vtt |
736B |
| 137 |
430.43KB |
| 137 - Flickr 30k Dataset.mp4 |
188.01MB |
| 137 - Flickr 30k Dataset English.vtt |
23.01KB |
| 138 |
916.46KB |
| 138 - CNN English.vtt |
6.56KB |
| 138 - CNN Transformer Model.mp4 |
43.38MB |
| 139 |
1.41MB |
| 139 - Training and Optimization.mp4 |
177.09MB |
| 139 - Training and Optimization English.vtt |
21.08KB |
| 13 - Inheritance.mp4 |
57.33MB |
| 13 - Inheritance English.vtt |
10.50KB |
| 14 |
500.40KB |
| 140 |
1.57MB |
| 140 - Vision Transformers.mp4 |
238.28MB |
| 140 - Vision Transformers English.vtt |
24.57KB |
| 141 |
1.54MB |
| 141 - OCR Project.mp4 |
4.12MB |
| 141 - OCR Project English.vtt |
766B |
| 142 |
222.49KB |
| 142 - Introduction to Generative Modeling.mp4 |
77.31MB |
| 142 - Introduction to Generative Modeling English.vtt |
7.65KB |
| 143 |
320.38KB |
| 143 - Image Generation.mp4 |
88.68MB |
| 143 - Image Generation English.vtt |
11.98KB |
| 144 |
908.49KB |
| 144 - GAN Loss.mp4 |
55.57MB |
| 144 - GAN Loss English.vtt |
10.12KB |
| 145 |
1.53MB |
| 145 - GAN training and Optimization.mp4 |
190.03MB |
| 145 - GAN training and Optimization English.vtt |
26.32KB |
| 146 |
1.58MB |
| 146 - Wasserstein GAN.mp4 |
277.51MB |
| 146 - Wasserstein GAN English.vtt |
35.77KB |
| 147 |
1.88MB |
| 147 - Image to Image Translation Project.mp4 |
5.69MB |
| 147 - Image to Image Translation Project English.vtt |
895B |
| 148 - Introduction.mp4 |
24.07MB |
| 148 - Introduction English.vtt |
5.03KB |
| 149 - Model Preparation.mp4 |
63.93MB |
| 149 - Model Preparation English.vtt |
8.03KB |
| 14 - Encapsulation.mp4 |
11.58MB |
| 14 - Encapsulation English.vtt |
2.00KB |
| 15 |
1.04MB |
| 150 - Deployment.mp4 |
52.77MB |
| 150 - Deployment English.vtt |
11.83KB |
| 15 - Polymorphism.mp4 |
13.40MB |
| 15 - Polymorphism English.vtt |
2.44KB |
| 16 |
868.74KB |
| 16 - Decorators.mp4 |
90.74MB |
| 16 - Decorators English.vtt |
17.61KB |
| 17 |
528.55KB |
| 17 - Generators.mp4 |
46.58MB |
| 17 - Generators English.vtt |
9.06KB |
| 18 |
1.04MB |
| 18 - Numpy Package.mp4 |
207.95MB |
| 18 - Numpy Package English.vtt |
48.45KB |
| 19 |
1.72MB |
| 19 - Matplotlib Introduction.mp4 |
21.53MB |
| 19 - Matplotlib Introduction English.vtt |
4.66KB |
| 1 - Welcome.mp4 |
5.11MB |
| 1 - Welcome English.vtt |
1.93KB |
| 2 |
237B |
| 20 |
1.79MB |
| 20 - Task English.vtt |
14.26KB |
| 20 - Task Machine Learning Development Life Cycle.mp4 |
80.33MB |
| 21 |
545.05KB |
| 21 - Data English.vtt |
15.96KB |
| 21 - Data Machine Learning Development Life Cycle.mp4 |
82.70MB |
| 22 |
566.58KB |
| 22 - Model English.vtt |
18.94KB |
| 22 - Model Machine Learning Development Life Cycle.mp4 |
98.60MB |
| 23 |
1.81MB |
| 23 - Error Sanctioning English.vtt |
28.43KB |
| 23 - Error Sanctioning Machine Learning Development Life Cycle.mp4 |
178.89MB |
| 24 |
1.99MB |
| 24 - Linear Regression.mp4 |
240.96MB |
| 24 - Linear Regression English.vtt |
44.05KB |
| 25 |
1.67MB |
| 25 - Logistic Regression.mp4 |
229.45MB |
| 25 - Logistic Regression English.vtt |
34.90KB |
| 26 |
1.42MB |
| 26 - Linear Regression Practice.mp4 |
130.24MB |
| 26 - Linear Regression Practice English.vtt |
25.58KB |
| 27 |
1.77MB |
| 27 - Logistic Regression Practice.mp4 |
72.45MB |
| 27 - Logistic Regression Practice English.vtt |
14.00KB |
| 28 |
56.04KB |
| 28 - Optimization.mp4 |
126.89MB |
| 28 - Optimization English.vtt |
21.03KB |
| 29 |
484.31KB |
| 29 - Performance Measurement.mp4 |
210.23MB |
| 29 - Performance Measurement English.vtt |
36.51KB |
| 2 - General Introduction.mp4 |
53.96MB |
| 2 - General Introduction English.vtt |
11.43KB |
| 3 |
164B |
| 30 |
961.07KB |
| 30 - Validation and Testing.mp4 |
42.58MB |
| 30 - Validation and Testing English.vtt |
8.71KB |
| 31 |
1.78MB |
| 31 - Softmax Regression Data.mp4 |
48.63MB |
| 31 - Softmax Regression English.vtt |
5.42KB |
| 32 |
1.90MB |
| 32 - Softmax Regression English.vtt |
7.24KB |
| 32 - Softmax Regression Modeling.mp4 |
36.30MB |
| 33 |
1.53MB |
| 33 - Softmax Regression English.vtt |
9.60KB |
| 33 - Softmax Regression Errror Sanctioning.mp4 |
47.12MB |
| 34 |
1.97MB |
| 34 - Softmax Regression English.vtt |
35.58KB |
| 34 - Softmax Regression Training and Optimization.mp4 |
207.06MB |
| 35 |
1.99MB |
| 35 - Softmax Regression English.vtt |
9.49KB |
| 35 - Softmax Regression Performance Measurement.mp4 |
62.61MB |
| 36 |
1.69MB |
| 36 - Neural Networks English.vtt |
28.56KB |
| 36 - Neural Networks Modeling.mp4 |
186.31MB |
| 37 |
273.29KB |
| 37 - Neural Networks English.vtt |
2.02KB |
| 37 - Neural Networks Error Sanctioning.mp4 |
8.46MB |
| 38 |
1.11MB |
| 38 - Neural Networks English.vtt |
48.60KB |
| 38 - Neural Networks Training and Optimization.mp4 |
366.15MB |
| 39 |
933.22KB |
| 39 - Neural Networks English.vtt |
35.54KB |
| 39 - Neural Networks Training and Optimization Practicals.mp4 |
212.58MB |
| 3 - Applications of Deep Learning.mp4 |
70.50MB |
| 3 - Applications of Deep Learning English.vtt |
8.37KB |
| 4 |
413.20KB |
| 40 |
1.56MB |
| 40 - Neural Networks English.vtt |
3.74KB |
| 40 - Neural Networks Performance Measurement.mp4 |
22.23MB |
| 41 |
508.13KB |
| 41 - Neural Networks English.vtt |
9.06KB |
| 41 - Neural Networks Validation and testing.mp4 |
58.98MB |
| 42 |
680.73KB |
| 42 - Solving Overfitting and Underfitting.mp4 |
164.35MB |
| 42 - Solving Overfitting and Underfitting English.vtt |
24.94KB |
| 43 |
1.65MB |
| 43 - Shuffling.mp4 |
5.78MB |
| 43 - Shuffling English.vtt |
1.20KB |
| 44 |
1.63MB |
| 44 - Ensembling.mp4 |
4.47MB |
| 44 - Ensembling English.vtt |
726B |
| 45 |
1.04MB |
| 45 - Weight Initialization.mp4 |
103.18MB |
| 45 - Weight Initialization English.vtt |
16.65KB |
| 46 |
491.18KB |
| 46 - Data Imbalance.mp4 |
27.43MB |
| 46 - Data Imbalance English.vtt |
5.03KB |
| 47 |
1.94MB |
| 47 - Learning rate decay.mp4 |
12.43MB |
| 47 - Learning rate decay English.vtt |
2.52KB |
| 48 |
8.65KB |
| 48 - Normalization.mp4 |
100.83MB |
| 48 - Normalization English.vtt |
17.13KB |
| 49 |
995.87KB |
| 49 - Hyperparameter tuning.mp4 |
14.46MB |
| 49 - Hyperparameter tuning English.vtt |
3.20KB |
| 4 - About this Course.mp4 |
70.85MB |
| 4 - About this Course English.vtt |
9.41KB |
| 5 |
484.95KB |
| 50 |
1.07MB |
| 50 - In Class Exercise.mp4 |
27.60MB |
| 50 - In Class Exercise English.vtt |
4.46KB |
| 51 |
1.02MB |
| 51 - TensorFlow Installation.mp4 |
94.96MB |
| 51 - TensorFlow Installation English.vtt |
12.57KB |
| 52 |
1.76MB |
| 52 - Introduction to TensorFlow.mp4 |
107.73MB |
| 52 - Introduction to TensorFlow English.vtt |
17.41KB |
| 53 |
1.11MB |
| 53 - TensorFlow Basics.mp4 |
120.10MB |
| 53 - TensorFlow Basics English.vtt |
28.83KB |
| 54 |
351.56KB |
| 54 - Training a Neural Network with TensorFlow.mp4 |
231.47MB |
| 54 - Training a Neural Network with TensorFlow English.vtt |
45.52KB |
| 55 |
628.32KB |
| 55 - Tiny Imagenet Dataset.mp4 |
85.36MB |
| 55 - Tiny Imagenet Dataset English.vtt |
9.95KB |
| 56 |
1018.21KB |
| 56 - TinyImagenet Preparation.mp4 |
130.98MB |
| 56 - TinyImagenet Preparation English.vtt |
22.52KB |
| 57 |
1.90MB |
| 57 - Introduction to Convolutional Neural Networks.mp4 |
359.68MB |
| 57 - Introduction to Convolutional Neural Networks English.vtt |
65.68KB |
| 58 |
699.84KB |
| 58 - Error Sanctioning.mp4 |
26.21MB |
| 58 - Error Sanctioning English.vtt |
6.65KB |
| 59 |
820.61KB |
| 59 - Training Validation and Performance Measurement.mp4 |
20.88MB |
| 59 - Training Validation and Performance Measurement English.vtt |
3.55KB |
| 5 - Python Installation.mp4 |
18.14MB |
| 5 - Python Installation English.vtt |
4.11KB |
| 6 |
1.46MB |
| 60 |
179.26KB |
| 60 - Reducing overfitting.mp4 |
62.77MB |
| 60 - Reducing overfitting English.vtt |
8.38KB |
| 61 |
271.40KB |
| 61 - VGGNet.mp4 |
168.44MB |
| 61 - VGGNet English.vtt |
15.88KB |
| 62 |
842.98KB |
| 62 - InceptionNet.mp4 |
137.03MB |
| 62 - InceptionNet English.vtt |
17.74KB |
| 63 |
575.88KB |
| 63 - ResNet.mp4 |
196.47MB |
| 63 - ResNet English.vtt |
16.48KB |
| 64 |
1.17MB |
| 64 - MobileNet.mp4 |
198.10MB |
| 64 - MobileNet English.vtt |
21.97KB |
| 65 |
1.40MB |
| 65 - EfficientNet.mp4 |
393.68MB |
| 65 - EfficientNet English.vtt |
37.89KB |
| 66 |
1.77MB |
| 66 - Transfer Learning and FineTuning.mp4 |
439.95MB |
| 66 - Transfer Learning and FineTuning English.vtt |
60.28KB |
| 67 |
1.52MB |
| 67 - Data Augmentation.mp4 |
71.28MB |
| 67 - Data Augmentation English.vtt |
11.64KB |
| 68 |
1.72MB |
| 68 - Callbacks.mp4 |
123.66MB |
| 68 - Callbacks English.vtt |
16.30KB |
| 69 |
1.04MB |
| 69 - Monitoring with TensorBoard.mp4 |
101.44MB |
| 69 - Monitoring with TensorBoard English.vtt |
17.34KB |
| 6 - Variables and Basic Operators.mp4 |
134.93MB |
| 6 - Variables and Basic Operators English.vtt |
27.05KB |
| 7 |
329.47KB |
| 70 |
791.92KB |
| 70 - ConvNet Project 1.mp4 |
10.43MB |
| 70 - ConvNet Project 1 English.vtt |
2.62KB |
| 71 |
953.92KB |
| 71 - ConvNet Project 2.mp4 |
30.02MB |
| 71 - ConvNet Project 2 English.vtt |
4.46KB |
| 72 |
1.26MB |
| 72 - Sentiment Analysis Dataset.mp4 |
153.52MB |
| 72 - Sentiment Analysis Dataset English.vtt |
26.17KB |
| 73 |
434.24KB |
| 73 - Imdb Dataset Code.mp4 |
287.50MB |
| 73 - Imdb Dataset Code English.vtt |
38.31KB |
| 74 |
1.32MB |
| 74 - Recurrent Neural Networks.mp4 |
207.53MB |
| 74 - Recurrent Neural Networks English.vtt |
35.96KB |
| 75 |
1.56MB |
| 75 - Training and Optimization Evaluation.mp4 |
86.19MB |
| 75 - Training and Optimization Evaluation English.vtt |
15.00KB |
| 76 |
1.81MB |
| 76 - Embeddings.mp4 |
98.23MB |
| 76 - Embeddings English.vtt |
17.18KB |
| 77 |
654.65KB |
| 77 - LSTM.mp4 |
145.99MB |
| 77 - LSTM English.vtt |
20.40KB |
| 78 |
1.30MB |
| 78 - GRU.mp4 |
30.36MB |
| 78 - GRU English.vtt |
5.29KB |
| 79 |
1.67MB |
| 79 - 1D Convolutions.mp4 |
65.74MB |
| 79 - 1D Convolutions English.vtt |
13.51KB |
| 7 - Conditional Statements.mp4 |
89.58MB |
| 7 - Conditional Statements English.vtt |
16.96KB |
| 8 |
1.85MB |
| 80 |
500.00KB |
| 80 - Bidirectional RNNs.mp4 |
37.40MB |
| 80 - Bidirectional RNNs English.vtt |
5.61KB |
| 81 |
701.76KB |
| 81 - Word2Vec.mp4 |
96.28MB |
| 81 - Word2Vec English.vtt |
13.86KB |
| 82 |
1.40MB |
| 82 - Word2Vec Practice.mp4 |
247.15MB |
| 82 - Word2Vec Practice English.vtt |
32.88KB |
| 83 |
1.55MB |
| 83 - RNN Project.mp4 |
27.75MB |
| 83 - RNN Project English.vtt |
3.76KB |
| 84 |
663.59KB |
| 84 - Breast Cancer Dataset.mp4 |
91.07MB |
| 84 - Breast Cancer Dataset English.vtt |
13.34KB |
| 85 |
732.98KB |
| 85 - ResNet Model.mp4 |
13.32MB |
| 85 - ResNet Model English.vtt |
2.40KB |
| 86 |
1.15MB |
| 86 - Training and Performance Measurement.mp4 |
150.06MB |
| 86 - Training and Performance Measurement English.vtt |
24.28KB |
| 87 |
1.50MB |
| 87 - Corrective Measures.mp4 |
49.56MB |
| 87 - Corrective Measures English.vtt |
8.99KB |
| 88 |
262.03KB |
| 88 - Plant Disease Project.mp4 |
38.99MB |
| 88 - Plant Disease Project English.vtt |
5.59KB |
| 89 |
75.92KB |
| 89 - Object Detection.mp4 |
49.19MB |
| 89 - Object Detection English.vtt |
6.99KB |
| 8 - Loops.mp4 |
93.23MB |
| 8 - Loops English.vtt |
21.56KB |
| 9 |
329.51KB |
| 90 |
1.23MB |
| 90 - Pascal VOC Dataset.mp4 |
402.54MB |
| 90 - Pascal VOC Dataset English.vtt |
57.31KB |
| 91 |
1.39MB |
| 91 - Modeling English.vtt |
47.42KB |
| 91 - Modeling YOLO v1.mp4 |
479.17MB |
| 92 |
1.57MB |
| 92 - Error Sanctioning.mp4 |
185.73MB |
| 92 - Error Sanctioning English.vtt |
31.54KB |
| 93 |
897.09KB |
| 93 - Training and Optimization.mp4 |
111.82MB |
| 93 - Training and Optimization English.vtt |
10.79KB |
| 94 |
1.02MB |
| 94 - Testing.mp4 |
162.37MB |
| 94 - Testing English.vtt |
23.03KB |
| 95 |
638.60KB |
| 95 - Performance Measurement English.vtt |
44.47KB |
| 95 - Performance Measurement Mean Average Precision mAP.mp4 |
266.96MB |
| 96 |
689.70KB |
| 96 - Data Augmentation.mp4 |
96.48MB |
| 96 - Data Augmentation English.vtt |
15.04KB |
| 97 |
437.45KB |
| 97 - YOLO v3.mp4 |
614.10MB |
| 97 - YOLO v3 English.vtt |
73.39KB |
| 98 |
43.47KB |
| 98 - Instance Segmentation Project.mp4 |
10.59MB |
| 98 - Instance Segmentation Project English.vtt |
1.57KB |
| 99 |
1.12MB |
| 99 - Image Segmentation English.vtt |
7.90KB |
| 99 - Image Segmentation Oxford IIIT Pet Dataset.mp4 |
57.38MB |
| 9 - Methods.mp4 |
88.44MB |
| 9 - Methods English.vtt |
20.65KB |
| TutsNode.com.txt |
63B |