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[FreeCourseSite.com] Udemy - Deep Learning Masterclass with TensorFlow 2 Over 20 Projects

Magnet Download Download Torrent
File Name
Size
0. Websites you may like/[CourseClub.Me].url
122 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
0. Websites you may like/[GigaCourse.Com].url
49 B
1 - Introduction/1 - Welcome English.vtt
3.1 kB
1 - Introduction/1 - Welcome.mp4
33 MB
1 - Introduction/2 - General Introduction English.vtt
30 kB
1 - Introduction/2 - General Introduction.mp4
217 MB
1 - Introduction/3 - Link to Code.html
438 B
10 - Tensorboard integration/48 - Data logging English.vtt
39 kB
10 - Tensorboard integration/48 - Data logging.mp4
287 MB
10 - Tensorboard integration/49 - Viewing model graphs English.vtt
3.4 kB
10 - Tensorboard integration/49 - Viewing model graphs.mp4
22 MB
10 - Tensorboard integration/50 - Hyperparameter tuning English.vtt
23 kB
10 - Tensorboard integration/50 - Hyperparameter tuning.mp4
195 MB
10 - Tensorboard integration/51 - Profiling and other visualizations with Tensorboard English.vtt
8.9 kB
10 - Tensorboard integration/51 - Profiling and other visualizations with Tensorboard.mp4
69 MB
11 - MLOps with Weights and Biases/52 - Experiment tracking English.vtt
64 kB
11 - MLOps with Weights and Biases/52 - Experiment tracking.mp4
470 MB
11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb English.vtt
31 kB
11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb.mp4
223 MB
11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt
50 kB
11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4
330 MB
11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt
20 kB
11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4
138 MB
12 - Human Emotions Detection/0. Websites you may like/[CourseClub.Me].url
122 B
12 - Human Emotions Detection/0. Websites you may like/[FreeCourseSite.com].url
127 B
12 - Human Emotions Detection/0. Websites you may like/[GigaCourse.Com].url
49 B
12 - Human Emotions Detection/56 - Data preparation English.vtt
32 kB
12 - Human Emotions Detection/56 - Data preparation.mp4
226 MB
12 - Human Emotions Detection/57 - Modeling and training English.vtt
60 kB
12 - Human Emotions Detection/57 - Modeling and training.mp4
372 MB
12 - Human Emotions Detection/58 - Data augmentation English.vtt
20 kB
12 - Human Emotions Detection/58 - Data augmentation.mp4
142 MB
12 - Human Emotions Detection/59 - Tensorflow records English.vtt
40 kB
12 - Human Emotions Detection/59 - Tensorflow records.mp4
294 MB
13 - Modern Convolutional Neural Networks/60 - Alexnet English.vtt
18 kB
13 - Modern Convolutional Neural Networks/60 - Alexnet.mp4
183 MB
13 - Modern Convolutional Neural Networks/61 - Vggnet English.vtt
12 kB
13 - Modern Convolutional Neural Networks/61 - Vggnet.mp4
116 MB
13 - Modern Convolutional Neural Networks/62 - Resnet English.vtt
36 kB
13 - Modern Convolutional Neural Networks/62 - Resnet.mp4
351 MB
13 - Modern Convolutional Neural Networks/63 - Coding Resnets English.vtt
27 kB
13 - Modern Convolutional Neural Networks/63 - Coding Resnets.mp4
180 MB
13 - Modern Convolutional Neural Networks/64 - Mobilenet English.vtt
27 kB
13 - Modern Convolutional Neural Networks/64 - Mobilenet.mp4
207 MB
13 - Modern Convolutional Neural Networks/65 - Efficientnet English.vtt
18 kB
13 - Modern Convolutional Neural Networks/65 - Efficientnet.mp4
189 MB
14 - Transfer Learning/66 - Leveraging pretrained models English.vtt
25 kB
14 - Transfer Learning/66 - Leveraging pretrained models.mp4
164 MB
14 - Transfer Learning/67 - Finetuning English.vtt
14 kB
14 - Transfer Learning/67 - Finetuning.mp4
112 MB
15 - Understanding the blackbox/68 - Visualizing intermediate layers English.vtt
21 kB
15 - Understanding the blackbox/68 - Visualizing intermediate layers.mp4
158 MB
15 - Understanding the blackbox/69 - Gradcam method English.vtt
24 kB
15 - Understanding the blackbox/69 - Gradcam method.mp4
227 MB
16 - Ensembling and class imbalance/70 - Ensembling English.vtt
6.0 kB
16 - Ensembling and class imbalance/70 - Ensembling.mp4
45 MB
16 - Ensembling and class imbalance/71 - Class Imbalance English.vtt
13 kB
16 - Ensembling and class imbalance/71 - Class Imbalance.mp4
101 MB
17 - Transformers in Vision/72 - Understanding VITs English.vtt
57 kB
17 - Transformers in Vision/72 - Understanding VITs.mp4
422 MB
17 - Transformers in Vision/73 - Building VITs from scratch English.vtt
57 kB
17 - Transformers in Vision/73 - Building VITs from scratch.mp4
399 MB
17 - Transformers in Vision/74 - Finetuning Huggingface transformers English.vtt
27 kB
17 - Transformers in Vision/74 - Finetuning Huggingface transformers.mp4
207 MB
17 - Transformers in Vision/75 - Model evaluation with wandb English.vtt
25 kB
17 - Transformers in Vision/75 - Model evaluation with wandb.mp4
140 MB
17 - Transformers in Vision/76 - Data efficient transformers English.vtt
9.2 kB
17 - Transformers in Vision/76 - Data efficient transformers.mp4
73 MB
17 - Transformers in Vision/77 - Swin transformers English.vtt
17 kB
17 - Transformers in Vision/77 - Swin transformers.mp4
192 MB
18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx English.vtt
26 kB
18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx.mp4
206 MB
18 - Model deployment/79 - Understanding quantization English.vtt
29 kB
18 - Model deployment/79 - Understanding quantization.mp4
268 MB
18 - Model deployment/80 - Practical quantization of Onnx English.vtt
9.1 kB
18 - Model deployment/80 - Practical quantization of Onnx.mp4
65 MB
18 - Model deployment/81 - Quantization aware training English.vtt
20 kB
18 - Model deployment/81 - Quantization aware training.mp4
160 MB
18 - Model deployment/82 - Conversion to Tensorflow Lite English.vtt
20 kB
18 - Model deployment/82 - Conversion to Tensorflow Lite.mp4
155 MB
18 - Model deployment/83 - What is an API English.vtt
22 kB
18 - Model deployment/83 - What is an API.mp4
128 MB
18 - Model deployment/84 - Building the Emotions Detection API with Fastapi English.vtt
89 kB
18 - Model deployment/84 - Building the Emotions Detection API with Fastapi.mp4
675 MB
18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud English.vtt
14 kB
18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud.mp4
100 MB
18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust English.vtt
16 kB
18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust.mp4
106 MB
19 - Object Detection with YOLO algorithm/87 - Understanding object detection English.vtt
7.4 kB
19 - Object Detection with YOLO algorithm/87 - Understanding object detection.mp4
52 MB
19 - Object Detection with YOLO algorithm/88 - YOLO paper English.vtt
68 kB
19 - Object Detection with YOLO algorithm/88 - YOLO paper.mp4
572 MB
19 - Object Detection with YOLO algorithm/89 - Dataset Preparation English.vtt
47 kB
19 - Object Detection with YOLO algorithm/89 - Dataset Preparation.mp4
401 MB
19 - Object Detection with YOLO algorithm/90 - YOLO Resnet English.vtt
6.0 kB
19 - Object Detection with YOLO algorithm/90 - YOLO Resnet.mp4
54 MB
19 - Object Detection with YOLO algorithm/91 - Data augmentation English.vtt
27 kB
19 - Object Detection with YOLO algorithm/91 - Data augmentation.mp4
219 MB
19 - Object Detection with YOLO algorithm/92 - Testing English.vtt
36 kB
19 - Object Detection with YOLO algorithm/92 - Testing.mp4
309 MB
19 - Object Detection with YOLO algorithm/93 - Data generators English.vtt
5.2 kB
19 - Object Detection with YOLO algorithm/93 - Data generators.mp4
51 MB
2 - Tensors and Variables/10 - Sparse Tensors English.vtt
3.1 kB
2 - Tensors and Variables/10 - Sparse Tensors.mp4
18 MB
2 - Tensors and Variables/11 - String Tensors English.vtt
3.6 kB
2 - Tensors and Variables/11 - String Tensors.mp4
23 MB
2 - Tensors and Variables/12 - Tensorflow Variables English.vtt
8.2 kB
2 - Tensors and Variables/12 - Tensorflow Variables.mp4
45 MB
2 - Tensors and Variables/4 - Tensor Basics English.vtt
7.2 kB
2 - Tensors and Variables/4 - Tensor Basics.mp4
44 MB
2 - Tensors and Variables/5 - Tensor Initialization and Casting English.vtt
67 kB
2 - Tensors and Variables/5 - Tensor Initialization and Casting.mp4
407 MB
2 - Tensors and Variables/6 - Indexing English.vtt
18 kB
2 - Tensors and Variables/6 - Indexing.mp4
78 MB
2 - Tensors and Variables/7 - Maths Operations in Tensorflow English.vtt
38 kB
2 - Tensors and Variables/7 - Maths Operations in Tensorflow.mp4
215 MB
2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow English.vtt
69 kB
2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow.mp4
372 MB
2 - Tensors and Variables/9 - Ragged Tensors English.vtt
14 kB
2 - Tensors and Variables/9 - Ragged Tensors.mp4
78 MB
20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt
8.2 kB
20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset.mp4
61 MB
20 - Image segmentation/95 - UNET Model English.vtt
18 kB
20 - Image segmentation/95 - UNET Model.mp4
122 MB
20 - Image segmentation/96 - Training and optimization English.vtt
5.6 kB
20 - Image segmentation/96 - Training and optimization.mp4
45 MB
20 - Image segmentation/97 - Data augmentation and dropout English.vtt
4.9 kB
20 - Image segmentation/97 - Data augmentation and dropout.mp4
30 MB
20 - Image segmentation/98 - Class weighting English.vtt
16 kB
20 - Image segmentation/98 - Class weighting.mp4
132 MB
21 - People counting/100 - Dataset preparation English.vtt
45 kB
21 - People counting/100 - Dataset preparation.mp4
324 MB
21 - People counting/101 - CSRNET English.vtt
8.3 kB
21 - People counting/101 - CSRNET.mp4
75 MB
21 - People counting/102 - Training and optimization English.vtt
6.7 kB
21 - People counting/102 - Training and optimization.mp4
52 MB
21 - People counting/103 - Data augmentation English.vtt
30 kB
21 - People counting/103 - Data augmentation.mp4
261 MB
21 - People counting/99 - People Counting Shangai Tech Dataset English.vtt
13 kB
21 - People counting/99 - People Counting Shangai Tech Dataset.mp4
83 MB
22 - Image generation/104 - Introduction to image generation English.vtt
3.5 kB
22 - Image generation/104 - Introduction to image generation.mp4
27 MB
22 - Image generation/105 - Understanding variational autoencoders English.vtt
16 kB
22 - Image generation/105 - Understanding variational autoencoders.mp4
117 MB
22 - Image generation/106 - VAE training and digit generation English.vtt
45 kB
22 - Image generation/106 - VAE training and digit generation.mp4
299 MB
22 - Image generation/107 - Latent space visualizations English.vtt
15 kB
22 - Image generation/107 - Latent space visualizations.mp4
113 MB
22 - Image generation/108 - How GANs work English.vtt
22 kB
22 - Image generation/108 - How GANs work.mp4
232 MB
22 - Image generation/109 - Improving GAN training English.vtt
26 kB
22 - Image generation/109 - Improving GAN training.mp4
168 MB
22 - Image generation/110 - Face generation with GANs English.vtt
56 kB
22 - Image generation/110 - Face generation with GANs.mp4
409 MB
23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[CourseClub.Me].url
122 B
23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[FreeCourseSite.com].url
127 B
23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[GigaCourse.Com].url
49 B
23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis English.vtt
12 kB
23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis.mp4
90 MB
23 - Text Preprocessing for Sentiment analysis/112 - Text standardization English.vtt
16 kB
23 - Text Preprocessing for Sentiment analysis/112 - Text standardization.mp4
123 MB
23 - Text Preprocessing for Sentiment analysis/113 - Tokenization English.vtt
18 kB
23 - Text Preprocessing for Sentiment analysis/113 - Tokenization.mp4
124 MB
23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words English.vtt
16 kB
23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words.mp4
125 MB
23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF English.vtt
11 kB
23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF.mp4
96 MB
23 - Text Preprocessing for Sentiment analysis/116 - Embeddings English.vtt
12 kB
23 - Text Preprocessing for Sentiment analysis/116 - Embeddings.mp4
92 MB
24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work English.vtt
22 kB
24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work.mp4
124 MB
24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation English.vtt
30 kB
24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation.mp4
206 MB
24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs English.vtt
26 kB
24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs.mp4
167 MB
24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU English.vtt
38 kB
24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU.mp4
227 MB
24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network English.vtt
34 kB
24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network.mp4
284 MB
25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec English.vtt
28 kB
25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec.mp4
211 MB
25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings English.vtt
14 kB
25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings.mp4
91 MB
25 - Sentiment Analysis with transfer learning/124 - Testing English.vtt
8.2 kB
25 - Sentiment Analysis with transfer learning/124 - Testing.mp4
53 MB
25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings English.vtt
17 kB
25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings.mp4
150 MB
26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation English.vtt
15 kB
26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation.mp4
101 MB
26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation English.vtt
29 kB
26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation.mp4
166 MB
26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model English.vtt
33 kB
26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model.mp4
229 MB
26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score English.vtt
12 kB
26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score.mp4
74 MB
26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch English.vtt
16 kB
26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch.mp4
112 MB
27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention English.vtt
22 kB
27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention.mp4
180 MB
27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention English.vtt
24 kB
27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention.mp4
179 MB
28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks English.vtt
70 kB
28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks.mp4
607 MB
28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers English.vtt
67 kB
28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers.mp4
557 MB
28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer English.vtt
23 kB
28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer.mp4
183 MB
28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores English.vtt
15 kB
28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores.mp4
87 MB
29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder English.vtt
9.7 kB
29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder.mp4
67 MB
29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention English.vtt
81 kB
29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention.mp4
539 MB
3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding English.vtt
5.1 kB
3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding.mp4
30 MB
3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation English.vtt
38 kB
3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation.mp4
276 MB
3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model English.vtt
17 kB
3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model.mp4
105 MB
3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning English.vtt
16 kB
3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning.mp4
95 MB
3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization English.vtt
17 kB
3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization.mp4
117 MB
3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement English.vtt
3.1 kB
3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement.mp4
22 MB
3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing English.vtt
21 kB
3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing.mp4
136 MB
3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures English.vtt
27 kB
3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures.mp4
196 MB
30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning English.vtt
14 kB
30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning.mp4
72 MB
30 - Transfer Learning and Generalized Language Models/140 - Ulmfit English.vtt
5.1 kB
30 - Transfer Learning and Generalized Language Models/140 - Ulmfit.mp4
45 MB
30 - Transfer Learning and Generalized Language Models/141 - Gpt English.vtt
22 kB
30 - Transfer Learning and Generalized Language Models/141 - Gpt.mp4
119 MB
30 - Transfer Learning and Generalized Language Models/142 - Bert English.vtt
21 kB
30 - Transfer Learning and Generalized Language Models/142 - Bert.mp4
141 MB
30 - Transfer Learning and Generalized Language Models/143 - Albert English.vtt
5.2 kB
30 - Transfer Learning and Generalized Language Models/143 - Albert.mp4
54 MB
30 - Transfer Learning and Generalized Language Models/144 - Gpt2 English.vtt
13 kB
30 - Transfer Learning and Generalized Language Models/144 - Gpt2.mp4
136 MB
30 - Transfer Learning and Generalized Language Models/145 - Roberta English.vtt
2.3 kB
30 - Transfer Learning and Generalized Language Models/145 - Roberta.mp4
20 MB
30 - Transfer Learning and Generalized Language Models/146 - T5 English.vtt
9.1 kB
30 - Transfer Learning and Generalized Language Models/146 - T5.mp4
75 MB
31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation English.vtt
51 kB
31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation.mp4
335 MB
31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model English.vtt
31 kB
31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model.mp4
217 MB
32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation English.vtt
20 kB
32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation.mp4
146 MB
32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model English.vtt
11 kB
32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model.mp4
84 MB
33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation English.vtt
30 kB
33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation.mp4
188 MB
33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model English.vtt
15 kB
33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model.mp4
98 MB
34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation English.vtt
68 kB
34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation.mp4
605 MB
34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model English.vtt
14 kB
34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model.mp4
109 MB
35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings English.vtt
40 kB
35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings.mp4
311 MB
35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation English.vtt
41 kB
35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation.mp4
331 MB
35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model English.vtt
49 kB
35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model.mp4
396 MB
36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation English.vtt
26 kB
36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation.mp4
186 MB
36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model English.vtt
29 kB
36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model.mp4
253 MB
37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation English.vtt
10 kB
37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation.mp4
66 MB
37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model English.vtt
7.9 kB
37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model.mp4
55 MB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation English.vtt
29 kB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation.mp4
237 MB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model English.vtt
17 kB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model.mp4
135 MB
39 - DEPRECATED Introduction/164 - Welcome English.vtt
2.0 kB
39 - DEPRECATED Introduction/164 - Welcome.mp4
5.1 MB
39 - DEPRECATED Introduction/165 - General Introduction English.vtt
12 kB
39 - DEPRECATED Introduction/165 - General Introduction.mp4
54 MB
39 - DEPRECATED Introduction/166 - Applications of Deep Learning English.vtt
8.6 kB
39 - DEPRECATED Introduction/166 - Applications of Deep Learning.mp4
70 MB
39 - DEPRECATED Introduction/167 - About this Course English.vtt
9.7 kB
39 - DEPRECATED Introduction/167 - About this Course.mp4
71 MB
39 - DEPRECATED Introduction/168 - Link to Code.html
107 B
4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding English.vtt
9.2 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding.mp4
64 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation English.vtt
23 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation.mp4
161 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization English.vtt
3.0 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization.mp4
17 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing English.vtt
9.1 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing.mp4
54 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work English.vtt
52 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work.mp4
349 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow English.vtt
7.3 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow.mp4
45 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss English.vtt
8.5 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss.mp4
47 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training English.vtt
15 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training.mp4
114 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing English.vtt
6.0 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing.mp4
40 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive English.vtt
20 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive.mp4
129 MB
40 - Essential Python Programming/169 - Python Installation English.vtt
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40 - Essential Python Programming/169 - Python Installation.mp4
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53 - DEPRECATED Image Generative Modeling/307 - GAN Loss English.vtt
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53 - DEPRECATED Image Generative Modeling/307 - GAN Loss.mp4
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53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization English.vtt
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53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization.mp4
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53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN English.vtt
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53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN.mp4
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53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project English.vtt
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53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project.mp4
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54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction English.vtt
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54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction.mp4
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54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation English.vtt
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54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation.mp4
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54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment English.vtt
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54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment.mp4
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6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy English.vtt
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6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy.mp4
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6 - Evaluating Classification Models/35 - Confusion Matrix English.vtt
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6 - Evaluating Classification Models/35 - Confusion Matrix.mp4
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6 - Evaluating Classification Models/36 - ROC Plots English.vtt
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6 - Evaluating Classification Models/36 - ROC Plots.mp4
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7 - Improving Model Performance/37 - Tensorflow Callbacks English.vtt
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7 - Improving Model Performance/37 - Tensorflow Callbacks.mp4
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7 - Improving Model Performance/38 - Learning rate scheduling English.vtt
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7 - Improving Model Performance/38 - Learning rate scheduling.mp4
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7 - Improving Model Performance/39 - Model checkpointing English.vtt
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7 - Improving Model Performance/39 - Model checkpointing.mp4
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7 - Improving Model Performance/40 - Mitigating overfitting and underfitting English.vtt
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7 - Improving Model Performance/40 - Mitigating overfitting and underfitting.mp4
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8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers English.vtt
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8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4
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8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt
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8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4
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8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata English.vtt
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8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4
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8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt
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8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4
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9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics English.vtt
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9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics.mp4
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9 - Advanced Tensorflow Concepts/46 - Eager and graph modes English.vtt
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9 - Advanced Tensorflow Concepts/46 - Eager and graph modes.mp4
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9 - Advanced Tensorflow Concepts/47 - Custom training loops English.vtt
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9 - Advanced Tensorflow Concepts/47 - Custom training loops.mp4
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