Udemy Deep Learning Masterclass with TensorFlow 2 Over 20 Projects
Torrent Info
| Category | Other |
| Added | Saturday 24th June 2023 04:05:00 PM (3 years ago) |
| Size | 45.9 GB |
| Peers | 6 Peers (1 Seeders and 5 leechers) update |
| Downloaded | 27 times |
| Uploader | fcs0310 Thank You (0) Report Torrent 00/0 |
| Comments | None |
| Uploader Comments | None |
| Tags | English |
| Seeders | 1 |
| Leechers | 5 |
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| Filename | Size |
|---|---|
| [CourseClub.Me].url | 122 bytes |
| [FreeCourseSite.com].url | 127 bytes |
| [GigaCourse.Com].url | 49 bytes |
| 1 - Welcome English.vtt | 3.1 KB |
| 1 - Welcome.mp4 | 33.3 MB |
| 2 - General Introduction English.vtt | 29.6 KB |
| 2 - General Introduction.mp4 | 216.8 MB |
| 3 - Link to Code.html | 438 bytes |
| 48 - Data logging English.vtt | 39.0 KB |
| 48 - Data logging.mp4 | 287.2 MB |
| 49 - Viewing model graphs English.vtt | 3.4 KB |
| 49 - Viewing model graphs.mp4 | 21.5 MB |
| 50 - Hyperparameter tuning English.vtt | 23.1 KB |
| 50 - Hyperparameter tuning.mp4 | 195.0 MB |
| 51 - Profiling and other visualizations with Tensorboard English.vtt | 8.9 KB |
| 51 - Profiling and other visualizations with Tensorboard.mp4 | 69.2 MB |
| 52 - Experiment tracking English.vtt | 64.3 KB |
| 52 - Experiment tracking.mp4 | 469.7 MB |
| 53 - Hyperparameter tuning with wandb English.vtt | 30.8 KB |
| 53 - Hyperparameter tuning with wandb.mp4 | 222.6 MB |
| 54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt | 50.4 KB |
| 54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 | 329.5 MB |
| 55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt | 19.5 KB |
| 55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4 | 137.5 MB |
| [CourseClub.Me].url | 122 bytes |
| [FreeCourseSite.com].url | 127 bytes |
| [GigaCourse.Com].url | 49 bytes |
| 56 - Data preparation English.vtt | 32.1 KB |
| 56 - Data preparation.mp4 | 225.5 MB |
| 57 - Modeling and training English.vtt | 59.9 KB |
| 57 - Modeling and training.mp4 | 371.9 MB |
| 58 - Data augmentation English.vtt | 20.2 KB |
| 58 - Data augmentation.mp4 | 142.1 MB |
| 59 - Tensorflow records English.vtt | 40.3 KB |
| 59 - Tensorflow records.mp4 | 293.7 MB |
| 60 - Alexnet English.vtt | 18.1 KB |
| 60 - Alexnet.mp4 | 183.4 MB |
| 61 - Vggnet English.vtt | 12.3 KB |
| 61 - Vggnet.mp4 | 116.5 MB |
| 62 - Resnet English.vtt | 35.6 KB |
| 62 - Resnet.mp4 | 351.4 MB |
| 63 - Coding Resnets English.vtt | 26.6 KB |
| 63 - Coding Resnets.mp4 | 180.3 MB |
| 64 - Mobilenet English.vtt | 27.3 KB |
| 64 - Mobilenet.mp4 | 206.7 MB |
| 65 - Efficientnet English.vtt | 18.5 KB |
| 65 - Efficientnet.mp4 | 189.2 MB |
| 66 - Leveraging pretrained models English.vtt | 25.2 KB |
| 66 - Leveraging pretrained models.mp4 | 163.5 MB |
| 67 - Finetuning English.vtt | 14.0 KB |
| 67 - Finetuning.mp4 | 112.1 MB |
| 68 - Visualizing intermediate layers English.vtt | 21.2 KB |
| 68 - Visualizing intermediate layers.mp4 | 158.0 MB |
| 69 - Gradcam method English.vtt | 24.0 KB |
| 69 - Gradcam method.mp4 | 226.8 MB |
| 70 - Ensembling English.vtt | 6.0 KB |
| 70 - Ensembling.mp4 | 45.2 MB |
| 71 - Class Imbalance English.vtt | 12.8 KB |
| 71 - Class Imbalance.mp4 | 100.6 MB |
| 72 - Understanding VITs English.vtt | 56.7 KB |
| 72 - Understanding VITs.mp4 | 422.0 MB |
| 73 - Building VITs from scratch English.vtt | 57.2 KB |
| 73 - Building VITs from scratch.mp4 | 398.8 MB |
| 74 - Finetuning Huggingface transformers English.vtt | 27.1 KB |
| 74 - Finetuning Huggingface transformers.mp4 | 206.6 MB |
| 75 - Model evaluation with wandb English.vtt | 25.1 KB |
| 75 - Model evaluation with wandb.mp4 | 140.3 MB |
| 76 - Data efficient transformers English.vtt | 9.2 KB |
| 76 - Data efficient transformers.mp4 | 72.8 MB |
| 77 - Swin transformers English.vtt | 17.0 KB |
| 77 - Swin transformers.mp4 | 192.3 MB |
| 78 - Model Conversion from Tensorflow to Onnx English.vtt | 26.1 KB |
| 78 - Model Conversion from Tensorflow to Onnx.mp4 | 205.5 MB |
| 79 - Understanding quantization English.vtt | 29.3 KB |
| 79 - Understanding quantization.mp4 | 268.2 MB |
| 80 - Practical quantization of Onnx English.vtt | 9.1 KB |
| 80 - Practical quantization of Onnx.mp4 | 65.0 MB |
| 81 - Quantization aware training English.vtt | 20.0 KB |
| 81 - Quantization aware training.mp4 | 160.5 MB |
| 82 - Conversion to Tensorflow Lite English.vtt | 20.0 KB |
| 82 - Conversion to Tensorflow Lite.mp4 | 154.7 MB |
| 83 - What is an API English.vtt | 21.9 KB |
| 83 - What is an API.mp4 | 127.9 MB |
| 84 - Building the Emotions Detection API with Fastapi English.vtt | 88.8 KB |
| 84 - Building the Emotions Detection API with Fastapi.mp4 | 674.6 MB |
| 85 - Deploy the Emotions Detection API to the Cloud English.vtt | 13.6 KB |
| 85 - Deploy the Emotions Detection API to the Cloud.mp4 | 100.2 MB |
| 86 - Load tesing the Emotions Detection API with Locust English.vtt | 15.6 KB |
| 86 - Load tesing the Emotions Detection API with Locust.mp4 | 106.3 MB |
| 87 - Understanding object detection English.vtt | 7.4 KB |
| 87 - Understanding object detection.mp4 | 52.4 MB |
| 88 - YOLO paper English.vtt | 68.1 KB |
| 88 - YOLO paper.mp4 | 572.0 MB |
| 89 - Dataset Preparation English.vtt | 47.1 KB |
| 89 - Dataset Preparation.mp4 | 401.1 MB |
| 90 - YOLO Resnet English.vtt | 6.0 KB |
| 90 - YOLO Resnet.mp4 | 53.9 MB |
| 91 - Data augmentation English.vtt | 26.7 KB |
| 91 - Data augmentation.mp4 | 219.4 MB |
| 92 - Testing English.vtt | 35.5 KB |
| 92 - Testing.mp4 | 308.8 MB |
| 93 - Data generators English.vtt | 5.2 KB |
| 93 - Data generators.mp4 | 51.4 MB |
| 10 - Sparse Tensors English.vtt | 3.1 KB |
| 10 - Sparse Tensors.mp4 | 18.0 MB |
| 11 - String Tensors English.vtt | 3.6 KB |
| 11 - String Tensors.mp4 | 23.0 MB |
| 12 - Tensorflow Variables English.vtt | 8.2 KB |
| 12 - Tensorflow Variables.mp4 | 44.9 MB |
| 4 - Tensor Basics English.vtt | 7.2 KB |
| 4 - Tensor Basics.mp4 | 43.5 MB |
| 5 - Tensor Initialization and Casting English.vtt | 66.9 KB |
| 5 - Tensor Initialization and Casting.mp4 | 406.6 MB |
| 6 - Indexing English.vtt | 18.5 KB |
| 6 - Indexing.mp4 | 77.6 MB |
| 7 - Maths Operations in Tensorflow English.vtt | 38.2 KB |
| 7 - Maths Operations in Tensorflow.mp4 | 215.0 MB |
| 8 - Linear Algebra Operations in Tensorflow English.vtt | 68.6 KB |
| 8 - Linear Algebra Operations in Tensorflow.mp4 | 371.5 MB |
| 9 - Ragged Tensors English.vtt | 13.6 KB |
| 9 - Ragged Tensors.mp4 | 78.5 MB |
| 94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt | 8.2 KB |
| 94 - Image Segmentation Oxford IIIT Pet Dataset.mp4 | 60.7 MB |
| 95 - UNET Model English.vtt | 17.5 KB |
| 95 - UNET Model.mp4 | 121.5 MB |
| 96 - Training and optimization English.vtt | 5.6 KB |
| 96 - Training and optimization.mp4 | 44.7 MB |
| 97 - Data augmentation and dropout English.vtt | 4.9 KB |
| 97 - Data augmentation and dropout.mp4 | 29.5 MB |
| 98 - Class weighting English.vtt | 15.9 KB |
| 98 - Class weighting.mp4 | 132.1 MB |
| 100 - Dataset preparation English.vtt | 44.7 KB |
| 100 - Dataset preparation.mp4 | 323.9 MB |
| 101 - CSRNET English.vtt | 8.3 KB |
| 101 - CSRNET.mp4 | 75.2 MB |
| 102 - Training and optimization English.vtt | 6.7 KB |
| 102 - Training and optimization.mp4 | 51.9 MB |
| 103 - Data augmentation English.vtt | 30.4 KB |
| 103 - Data augmentation.mp4 | 260.9 MB |
| 99 - People Counting Shangai Tech Dataset English.vtt | 12.7 KB |
| 99 - People Counting Shangai Tech Dataset.mp4 | 83.4 MB |
| 104 - Introduction to image generation English.vtt | 3.5 KB |
| 104 - Introduction to image generation.mp4 | 27.3 MB |
| 105 - Understanding variational autoencoders English.vtt | 16.3 KB |
| 105 - Understanding variational autoencoders.mp4 | 117.4 MB |
| 106 - VAE training and digit generation English.vtt | 45.3 KB |
| 106 - VAE training and digit generation.mp4 | 298.6 MB |
| 107 - Latent space visualizations English.vtt | 15.3 KB |
| 107 - Latent space visualizations.mp4 | 113.2 MB |
| 108 - How GANs work English.vtt | 22.1 KB |
| 108 - How GANs work.mp4 | 232.4 MB |
| 109 - Improving GAN training English.vtt | 26.2 KB |
| 109 - Improving GAN training.mp4 | 167.9 MB |
| 110 - Face generation with GANs English.vtt | 56.0 KB |
| 110 - Face generation with GANs.mp4 | 408.6 MB |
| [CourseClub.Me].url | 122 bytes |
| [FreeCourseSite.com].url | 127 bytes |
| [GigaCourse.Com].url | 49 bytes |
| 111 - Understanding sentiment analysis English.vtt | 12.2 KB |
| 111 - Understanding sentiment analysis.mp4 | 90.0 MB |
| 112 - Text standardization English.vtt | 15.9 KB |
| 112 - Text standardization.mp4 | 123.4 MB |
| 113 - Tokenization English.vtt | 18.3 KB |
| 113 - Tokenization.mp4 | 123.6 MB |
| 114 - Onehot encoding and Bag of Words English.vtt | 16.2 KB |
| 114 - Onehot encoding and Bag of Words.mp4 | 124.7 MB |
| 115 - Term frequency Inverse Document frequency TFIDF English.vtt | 10.6 KB |
| 115 - Term frequency Inverse Document frequency TFIDF.mp4 | 96.3 MB |
| 116 - Embeddings English.vtt | 11.8 KB |
| 116 - Embeddings.mp4 | 92.5 MB |
| 117 - How Recurrent neural networks work English.vtt | 21.6 KB |
| 117 - How Recurrent neural networks work.mp4 | 123.5 MB |
| 118 - Data preparation English.vtt | 30.5 KB |
| 118 - Data preparation.mp4 | 206.5 MB |
| 119 - Building and training RNNs English.vtt | 25.8 KB |
| 119 - Building and training RNNs.mp4 | 167.1 MB |
| 120 - Advanced RNNs LSTM and GRU English.vtt | 38.1 KB |
| 120 - Advanced RNNs LSTM and GRU.mp4 | 227.0 MB |
| 121 - 1D Convolutional Neural Network English.vtt | 33.9 KB |
| 121 - 1D Convolutional Neural Network.mp4 | 283.9 MB |
| 122 - Understanding Word2vec English.vtt | 27.6 KB |
| 122 - Understanding Word2vec.mp4 | 211.1 MB |
| 123 - Integrating pretrained Word2vec embeddings English.vtt | 14.1 KB |
| 123 - Integrating pretrained Word2vec embeddings.mp4 | 91.4 MB |
| 124 - Testing English.vtt | 8.2 KB |
| 124 - Testing.mp4 | 53.0 MB |
| 125 - Visualizing embeddings English.vtt | 17.3 KB |
| 125 - Visualizing embeddings.mp4 | 149.7 MB |
| 126 - Understanding Machine Translation English.vtt | 15.2 KB |
| 126 - Understanding Machine Translation.mp4 | 101.4 MB |
| 127 - Data preparation English.vtt | 29.2 KB |
| 127 - Data preparation.mp4 | 165.8 MB |
| 128 - Building training and testing Model English.vtt | 33.4 KB |
| 128 - Building training and testing Model.mp4 | 229.0 MB |
| 129 - Understanding BLEU Score English.vtt | 12.0 KB |
| 129 - Understanding BLEU Score.mp4 | 74.4 MB |
| 130 - Coding BLEU score from scratch English.vtt | 16.2 KB |
| 130 - Coding BLEU score from scratch.mp4 | 111.5 MB |
| 131 - Understanding Bahdanau Attention English.vtt | 21.6 KB |
| 131 - Understanding Bahdanau Attention.mp4 | 180.3 MB |
| 132 - Building training and testing Bahdanau Attention English.vtt | 24.5 KB |
| 132 - Building training and testing Bahdanau Attention.mp4 | 179.4 MB |
| 133 - Understanding Transformer Networks English.vtt | 69.9 KB |
| 133 - Understanding Transformer Networks.mp4 | 607.0 MB |
| 134 - Building training and testing Transformers English.vtt | 66.9 KB |
| 134 - Building training and testing Transformers.mp4 | 557.0 MB |
| 135 - Building Transformers with Custom Attention Layer English.vtt | 22.7 KB |
| 135 - Building Transformers with Custom Attention Layer.mp4 | 183.1 MB |
| 136 - Visualizing Attention scores English.vtt | 15.0 KB |
| 136 - Visualizing Attention scores.mp4 | 87.3 MB |
| 137 - Sentiment analysis with Transformer encoder English.vtt | 9.7 KB |
| 137 - Sentiment analysis with Transformer encoder.mp4 | 66.8 MB |
| 138 - Sentiment analysis with LSH Attention English.vtt | 81.1 KB |
| 138 - Sentiment analysis with LSH Attention.mp4 | 539.2 MB |
| 13 - Task Understanding English.vtt | 5.1 KB |
| 13 - Task Understanding.mp4 | 30.5 MB |
| 14 - Data Preparation English.vtt | 38.5 KB |
| 14 - Data Preparation.mp4 | 276.3 MB |
| 15 - Linear Regression Model English.vtt | 16.8 KB |
| 15 - Linear Regression Model.mp4 | 105.1 MB |
| 16 - Error sanctioning English.vtt | 16.0 KB |
| 16 - Error sanctioning.mp4 | 95.1 MB |
| 17 - Training and Optimization English.vtt | 17.2 KB |
| 17 - Training and Optimization.mp4 | 116.7 MB |
| 18 - Performance Measurement English.vtt | 3.1 KB |
| 18 - Performance Measurement.mp4 | 21.9 MB |
| 19 - Validation and testing English.vtt | 21.3 KB |
| 19 - Validation and testing.mp4 | 135.7 MB |
| 20 - Corrective Measures English.vtt | 26.9 KB |
| 20 - Corrective Measures.mp4 | 195.9 MB |
| 139 - Understanding Transfer Learning English.vtt | 13.8 KB |
| 139 - Understanding Transfer Learning.mp4 | 72.5 MB |
| 140 - Ulmfit English.vtt | 5.1 KB |
| 140 - Ulmfit.mp4 | 45.1 MB |
| 141 - Gpt English.vtt | 22.4 KB |
| 141 - Gpt.mp4 | 119.1 MB |
| 142 - Bert English.vtt | 21.2 KB |
| 142 - Bert.mp4 | 140.9 MB |
| 143 - Albert English.vtt | 5.2 KB |
| 143 - Albert.mp4 | 53.8 MB |
| 144 - Gpt2 English.vtt | 13.1 KB |
| 144 - Gpt2.mp4 | 136.5 MB |
| 145 - Roberta English.vtt | 2.3 KB |
| 145 - Roberta.mp4 | 20.0 MB |
| 146 - T5 English.vtt | 9.1 KB |
| 146 - T5.mp4 | 75.3 MB |
| 147 - Data Preparation English.vtt | 50.8 KB |
| 147 - Data Preparation.mp4 | 335.0 MB |
| 148 - Buildingtraining and testing model English.vtt | 30.9 KB |
| 148 - Buildingtraining and testing model.mp4 | 216.6 MB |
| 149 - Problem Understanding and Data Preparation English.vtt | 20.2 KB |
| 149 - Problem Understanding and Data Preparation.mp4 | 146.3 MB |
| 150 - Buildingtraining and testing model English.vtt | 10.8 KB |
| 150 - Buildingtraining and testing model.mp4 | 84.0 MB |
| 151 - Problem Understanding and Data Preparation English.vtt | 29.9 KB |
| 151 - Problem Understanding and Data Preparation.mp4 | 187.9 MB |
| 152 - Buildingtraining and testing model English.vtt | 14.7 KB |
| 152 - Buildingtraining and testing model.mp4 | 97.9 MB |
| 153 - Problem Understanding and Data Preparation English.vtt | 67.7 KB |
| 153 - Problem Understanding and Data Preparation.mp4 | 605.1 MB |
| 154 - Buildingtraining and testing model English.vtt | 13.9 KB |
| 154 - Buildingtraining and testing model.mp4 | 109.3 MB |
| 155 - Problem Understanding and Sentence Embeddings English.vtt | 40.1 KB |
| 155 - Problem Understanding and Sentence Embeddings.mp4 | 311.3 MB |
| 156 - Dataset preparation English.vtt | 41.4 KB |
| 156 - Dataset preparation.mp4 | 331.2 MB |
| 157 - Buildingtraining and testing model English.vtt | 49.2 KB |
| 157 - Buildingtraining and testing model.mp4 | 396.1 MB |
| 158 - Problem Understanding and Data Preparation English.vtt | 25.5 KB |
| 158 - Problem Understanding and Data Preparation.mp4 | 185.7 MB |
| 159 - Buildingtraining and testing model English.vtt | 29.3 KB |
| 159 - Buildingtraining and testing model.mp4 | 253.4 MB |
| 160 - Problem Understanding and Data Preparation English.vtt | 10.1 KB |
| 160 - Problem Understanding and Data Preparation.mp4 | 65.7 MB |
| 161 - Buildingtraining and testing model English.vtt | 7.9 KB |
| 161 - Buildingtraining and testing model.mp4 | 54.9 MB |
| 162 - Problem Understanding and Data Preparation English.vtt | 29.4 KB |
| 162 - Problem Understanding and Data Preparation.mp4 | 236.9 MB |
| 163 - Buildingtraining and testing model English.vtt | 16.7 KB |
| 163 - Buildingtraining and testing model.mp4 | 134.7 MB |
| 164 - Welcome English.vtt | 2.0 KB |
| 164 - Welcome.mp4 | 5.1 MB |
| 165 - General Introduction English.vtt | 11.8 KB |
| 165 - General Introduction.mp4 | 54.0 MB |
| 166 - Applications of Deep Learning English.vtt | 8.6 KB |
| 166 - Applications of Deep Learning.mp4 | 70.5 MB |
| 167 - About this Course English.vtt | 9.7 KB |
| 167 - About this Course.mp4 | 70.9 MB |
| 168 - Link to Code.html | 107 bytes |
| 21 - Task understanding English.vtt | 9.2 KB |
| 21 - Task understanding.mp4 | 63.7 MB |
| 22 - Data Preparation English.vtt | 23.4 KB |
| 22 - Data Preparation.mp4 | 160.6 MB |
| 23 - Data visualization English.vtt | 3.0 KB |
| 23 - Data visualization.mp4 | 16.8 MB |
| 24 - Data Processing English.vtt | 9.1 KB |
| 24 - Data Processing.mp4 | 54.5 MB |
| 25 - How and Why Convolutional Neural Networks work English.vtt | 52.0 KB |
| 25 - How and Why Convolutional Neural Networks work.mp4 | 348.7 MB |
| 26 - Building Convnets in Tensorflow English.vtt | 7.3 KB |
| 26 - Building Convnets in Tensorflow.mp4 | 44.7 MB |
| 27 - Binary Crossentropy loss English.vtt | 8.5 KB |
| 27 - Binary Crossentropy loss.mp4 | 47.1 MB |
| 28 - Convnet training English.vtt | 15.1 KB |
| 28 - Convnet training.mp4 | 113.8 MB |
| 29 - Model evaluation and testing English.vtt | 6.0 KB |
| 29 - Model evaluation and testing.mp4 | 39.7 MB |
| 30 - Loading and Saving Tensorflow Models to Google Drive English.vtt | 20.3 KB |
| 30 - Loading and Saving Tensorflow Models to Google Drive.mp4 | 129.0 MB |
| 169 - Python Installation English.vtt | 4.3 KB |
| 169 - Python Installation.mp4 | 18.1 MB |
| 170 - Variables and Basic Operators English.vtt | 28.1 KB |
| 170 - Variables and Basic Operators.mp4 | 134.9 MB |
| 171 - Conditional Statements English.vtt | 17.7 KB |
| 171 - Conditional Statements.mp4 | 89.6 MB |
| 172 - Loops English.vtt | 22.4 KB |
| 172 - Loops.mp4 | 93.2 MB |
| 173 - Methods English.vtt | 21.5 KB |
| 173 - Methods.mp4 | 88.4 MB |
| 174 - Objects and Classes English.vtt | 14.9 KB |
| 174 - Objects and Classes.mp4 | 59.1 MB |
| 175 - Operator Overloading English.vtt | 11.9 KB |
| 175 - Operator Overloading.mp4 | 52.9 MB |
| 176 - Method Types English.vtt | 9.2 KB |
| 176 - Method Types.mp4 | 48.3 MB |
| 177 - Inheritance English.vtt | 10.9 KB |
| 177 - Inheritance.mp4 | 57.3 MB |
| 178 - Encapsulation English.vtt | 2.1 KB |
| 178 - Encapsulation.mp4 | 11.6 MB |
| 179 - Polymorphism English.vtt | 2.5 KB |
| 179 - Polymorphism.mp4 | 13.4 MB |
| 180 - Decorators English.vtt | 18.3 KB |
| 180 - Decorators.mp4 | 90.7 MB |
| 181 - Generators English.vtt | 9.4 KB |
| 181 - Generators.mp4 | 46.6 MB |
| 182 - Numpy Package English.vtt | 50.5 KB |
| 182 - Numpy Package.mp4 | 207.9 MB |
| 183 - Matplotlib Introduction English.vtt | 4.9 KB |
| 183 - Matplotlib Introduction.mp4 | 21.5 MB |
| 184 - Task Machine Learning Development Life Cycle English.vtt | 14.7 KB |
| 184 - Task Machine Learning Development Life Cycle.mp4 | 80.3 MB |
| 185 - Data Machine Learning Development Life Cycle English.vtt | 16.5 KB |
| 185 - Data Machine Learning Development Life Cycle.mp4 | 82.7 MB |
| 186 - Model Machine Learning Development Life Cycle English.vtt | 19.6 KB |
| 186 - Model Machine Learning Development Life Cycle.mp4 | 98.6 MB |
| 187 - Error Sanctioning Machine Learning Development Life Cycle English.vtt | 29.4 KB |
| 187 - Error Sanctioning Machine Learning Development Life Cycle.mp4 | 178.9 MB |
| 188 - Linear Regression English.vtt | 45.6 KB |
| 188 - Linear Regression.mp4 | 241.0 MB |
| 189 - Logistic Regression English.vtt | 36.1 KB |
| 189 - Logistic Regression.mp4 | 229.4 MB |
| 190 - Linear Regression Practice English.vtt | 26.6 KB |
| 190 - Linear Regression Practice.mp4 | 130.2 MB |
| 191 - Logistic Regression Practice English.vtt | 14.5 KB |
| 191 - Logistic Regression Practice.mp4 | 72.4 MB |
| 192 - Optimization English.vtt | 21.8 KB |
| 192 - Optimization.mp4 | 126.9 MB |
| 193 - Performance Measurement English.vtt | 37.8 KB |
| 193 - Performance Measurement.mp4 | 210.2 MB |
| 194 - Validation and Testing English.vtt | 9.0 KB |
| 194 - Validation and Testing.mp4 | 42.6 MB |
| 195 - Softmax Regression Data English.vtt | 5.6 KB |
| 195 - Softmax Regression Data.mp4 | 48.6 MB |
| 196 - Softmax Regression Modeling English.vtt | 7.5 KB |
| 196 - Softmax Regression Modeling.mp4 | 36.3 MB |
| 197 - Softmax Regression Errror Sanctioning English.vtt | 9.9 KB |
| 197 - Softmax Regression Errror Sanctioning.mp4 | 47.1 MB |
| 198 - Softmax Regression Training and Optimization English.vtt | 37.0 KB |
| 198 - Softmax Regression Training and Optimization.mp4 | 207.1 MB |
| 199 - Softmax Regression Performance Measurement English.vtt | 9.8 KB |
| 199 - Softmax Regression Performance Measurement.mp4 | 62.6 MB |
| 200 - Neural Networks Modeling English.vtt | 29.5 KB |
| 200 - Neural Networks Modeling.mp4 | 186.3 MB |
| 201 - Neural Networks Error Sanctioning English.vtt | 2.1 KB |
| 201 - Neural Networks Error Sanctioning.mp4 | 8.5 MB |
| 202 - Neural Networks Training and Optimization English.vtt | 50.3 KB |
| 202 - Neural Networks Training and Optimization.mp4 | 366.1 MB |
| 203 - Neural Networks Training and Optimization Practicals English.vtt | 36.8 KB |
| 203 - Neural Networks Training and Optimization Practicals.mp4 | 212.6 MB |
| 204 - Neural Networks Performance Measurement English.vtt | 3.9 KB |
| 204 - Neural Networks Performance Measurement.mp4 | 22.2 MB |
| 205 - Neural Networks Validation and testing English.vtt | 9.4 KB |
| 205 - Neural Networks Validation and testing.mp4 | 59.0 MB |
| 206 - Solving Overfitting and Underfitting English.vtt | 25.7 KB |
| 206 - Solving Overfitting and Underfitting.mp4 | 164.4 MB |
| 207 - Shuffling English.vtt | 1.2 KB |
| 207 - Shuffling.mp4 | 5.8 MB |
| 208 - Ensembling English.vtt | 748 bytes |
| 208 - Ensembling.mp4 | 4.5 MB |
| 209 - Weight Initialization English.vtt | 17.2 KB |
| 209 - Weight Initialization.mp4 | 103.2 MB |
| 210 - Data Imbalance English.vtt | 5.2 KB |
| 210 - Data Imbalance.mp4 | 27.4 MB |
| 211 - Learning rate decay English.vtt | 2.6 KB |
| 211 - Learning rate decay.mp4 | 12.4 MB |
| 212 - Normalization English.vtt | 17.7 KB |
| 212 - Normalization.mp4 | 100.8 MB |
| 213 - Hyperparameter tuning English.vtt | 3.3 KB |
| 213 - Hyperparameter tuning.mp4 | 14.5 MB |
| 214 - In Class Exercise English.vtt | 4.6 KB |
| 214 - In Class Exercise.mp4 | 27.6 MB |
| 215 - TensorFlow Installation English.vtt | 13.0 KB |
| 215 - TensorFlow Installation.mp4 | 95.0 MB |
| 216 - Introduction to TensorFlow English.vtt | 18.0 KB |
| 216 - Introduction to TensorFlow.mp4 | 107.7 MB |
| 217 - TensorFlow Basics English.vtt | 29.9 KB |
| 217 - TensorFlow Basics.mp4 | 120.1 MB |
| 218 - Training a Neural Network with TensorFlow English.vtt | 47.2 KB |
| 218 - Training a Neural Network with TensorFlow.mp4 | 231.5 MB |
| 219 - Tiny Imagenet Dataset English.vtt | 10.3 KB |
| 219 - Tiny Imagenet Dataset.mp4 | 85.4 MB |
| 220 - TinyImagenet Preparation English.vtt | 23.4 KB |
| 220 - TinyImagenet Preparation.mp4 | 131.0 MB |
| 221 - Introduction to Convolutional Neural Networks English.vtt | 67.9 KB |
| 221 - Introduction to Convolutional Neural Networks.mp4 | 359.7 MB |
| 222 - Error Sanctioning English.vtt | 6.9 KB |
| 222 - Error Sanctioning.mp4 | 26.2 MB |
| 223 - Training Validation and Performance Measurement English.vtt | 3.7 KB |
| 223 - Training Validation and Performance Measurement.mp4 | 20.9 MB |
| 224 - Reducing overfitting English.vtt | 8.6 KB |
| 224 - Reducing overfitting.mp4 | 62.8 MB |
| 225 - VGGNet English.vtt | 16.4 KB |
| 225 - VGGNet.mp4 | 168.4 MB |
| 226 - InceptionNet English.vtt | 18.3 KB |
| 226 - InceptionNet.mp4 | 137.0 MB |
| 227 - ResNet English.vtt | 17.0 KB |
| 227 - ResNet.mp4 | 196.5 MB |
| 228 - MobileNet English.vtt | 22.7 KB |
| 228 - MobileNet.mp4 | 198.1 MB |
| 229 - EfficientNet English.vtt | 39.1 KB |
| 229 - EfficientNet.mp4 | 393.7 MB |
| 230 - Transfer Learning and FineTuning English.vtt | 62.4 KB |
| 230 - Transfer Learning and FineTuning.mp4 | 439.9 MB |
| 231 - Data Augmentation English.vtt | 12.1 KB |
| 231 - Data Augmentation.mp4 | 71.3 MB |
| 232 - Callbacks English.vtt | 16.9 KB |
| 232 - Callbacks.mp4 | 123.7 MB |
| 233 - Monitoring with TensorBoard English.vtt | 18.0 KB |
| 233 - Monitoring with TensorBoard.mp4 | 101.4 MB |
| 234 - ConvNet Project 1 English.vtt | 2.7 KB |
| 234 - ConvNet Project 1.mp4 | 10.4 MB |
| 235 - ConvNet Project 2 English.vtt | 4.6 KB |
| 235 - ConvNet Project 2.mp4 | 30.0 MB |
| 236 - Sentiment Analysis Dataset English.vtt | 27.1 KB |
| 236 - Sentiment Analysis Dataset.mp4 | 153.5 MB |
| 237 - Imdb Dataset Code English.vtt | 39.8 KB |
| 237 - Imdb Dataset Code.mp4 | 287.5 MB |
| 238 - Recurrent Neural Networks English.vtt | 37.3 KB |
| 238 - Recurrent Neural Networks.mp4 | 207.5 MB |
| 239 - Training and Optimization Evaluation English.vtt | 15.5 KB |
| 239 - Training and Optimization Evaluation.mp4 | 86.2 MB |
| 240 - Embeddings English.vtt | 17.7 KB |
| 240 - Embeddings.mp4 | 98.2 MB |
| 241 - LSTM English.vtt | 21.1 KB |
| 241 - LSTM.mp4 | 146.0 MB |
| 242 - GRU English.vtt | 5.5 KB |
| 242 - GRU.mp4 | 30.4 MB |
| 243 - 1D Convolutions English.vtt | 14.0 KB |
| 243 - 1D Convolutions.mp4 | 65.7 MB |
| 244 - Bidirectional RNNs English.vtt | 5.8 KB |
| 244 - Bidirectional RNNs.mp4 | 37.4 MB |
| 245 - Word2Vec English.vtt | 14.3 KB |
| 245 - Word2Vec.mp4 | 96.3 MB |
| 246 - RNN Project English.vtt | 3.9 KB |
| 246 - RNN Project.mp4 | 27.8 MB |
| 247 - Breast Cancer Dataset English.vtt | 13.8 KB |
| 247 - Breast Cancer Dataset.mp4 | 91.1 MB |
| 248 - ResNet Model English.vtt | 2.5 KB |
| 248 - ResNet Model.mp4 | 13.3 MB |
| 249 - Training and Performance Measurement English.vtt | 25.2 KB |
| 249 - Training and Performance Measurement.mp4 | 150.1 MB |
| 250 - Corrective Measures English.vtt | 9.3 KB |
| 250 - Corrective Measures.mp4 | 49.6 MB |
| 251 - Plant Disease Project English.vtt | 5.8 KB |
| 251 - Plant Disease Project.mp4 | 39.0 MB |
| 252 - Object Detection English.vtt | 7.2 KB |
| 252 - Object Detection.mp4 | 49.2 MB |
| 253 - Pascal VOC Dataset English.vtt | 59.6 KB |
| 253 - Pascal VOC Dataset.mp4 | 402.5 MB |
| 254 - Modeling YOLO v1 English.vtt | 49.1 KB |
| 254 - Modeling YOLO v1.mp4 | 479.2 MB |
| 255 - Error Sanctioning English.vtt | 32.8 KB |
| 255 - Error Sanctioning.mp4 | 185.7 MB |
| 256 - Training and Optimization English.vtt | 11.2 KB |
| 256 - Training and Optimization.mp4 | 111.8 MB |
| 257 - Testing English.vtt | 23.9 KB |
| 257 - Testing.mp4 | 162.4 MB |
| 258 - Performance Measurement Mean Average Precision mAP English.vtt | 46.0 KB |
| 258 - Performance Measurement Mean Average Precision mAP.mp4 | 267.0 MB |
| 259 - Data Augmentation English.vtt | 15.6 KB |
| 259 - Data Augmentation.mp4 | 96.5 MB |
| 260 - YOLO v3 English.vtt | 76.0 KB |
| 260 - YOLO v3.mp4 | 614.1 MB |
| 261 - Instance Segmentation Project English.vtt | 1.6 KB |
| 261 - Instance Segmentation Project.mp4 | 10.6 MB |
| 262 - Image Segmentation Oxford IIIT Pet Dataset English.vtt | 8.2 KB |
| 262 - Image Segmentation Oxford IIIT Pet Dataset.mp4 | 57.4 MB |
| 263 - UNET model English.vtt | 17.8 KB |
| 263 - UNET model.mp4 | 113.2 MB |
| 264 - Training and Optimization English.vtt | 5.4 KB |
| 264 - Training and Optimization.mp4 | 41.9 MB |
| 265 - Data Augmentation and Dropout English.vtt | 4.8 KB |
| 265 - Data Augmentation and Dropout.mp4 | 27.2 MB |
| 266 - Class weighting and reduced network English.vtt | 16.3 KB |
| 266 - Class weighting and reduced network.mp4 | 123.4 MB |
| 267 - Semantic Segmentation Project English.vtt | 527 bytes |
| 267 - Semantic Segmentation Project.mp4 | 1.5 MB |
| 268 - People Counting Shangai Tech Dataset English.vtt | 12.7 KB |
| 268 - People Counting Shangai Tech Dataset.mp4 | 79.5 MB |
| 269 - Dataset Preparation English.vtt | 45.0 KB |
| 269 - Dataset Preparation.mp4 | 303.1 MB |
| 270 - CSRNET English.vtt | 8.5 KB |
| 270 - CSRNET.mp4 | 71.4 MB |
| 271 - Training and Optimization English.vtt | 6.8 KB |
| 271 - Training and Optimization.mp4 | 49.2 MB |
| 272 - Data Augmentation English.vtt | 30.6 KB |
| 272 - Data Augmentation.mp4 | 245.5 MB |
| 273 - Object Counting Project English.vtt | 1.1 KB |
| 273 - Object Counting Project.mp4 | 2.8 MB |
| 274 - FreEng Dataset and Task English.vtt | 18.1 KB |
| 274 - FreEng Dataset and Task.mp4 | 123.0 MB |
| 275 - Sequence to Sequence Models English.vtt | 30.8 KB |
| 275 - Sequence to Sequence Models.mp4 | 198.2 MB |
| 276 - Training Sequence to Sequence Models English.vtt | 3.4 KB |
| 276 - Training Sequence to Sequence Models.mp4 | 14.9 MB |
| 277 - Performance Measurement BLEU Score English.vtt | 33.8 KB |
| 277 - Performance Measurement BLEU Score.mp4 | 167.5 MB |
| 278 - Testing Sequence to Sequence Models English.vtt | 12.6 KB |
| 278 - Testing Sequence to Sequence Models.mp4 | 74.6 MB |
| 279 - Attention Mechanism Bahdanau Attention English.vtt | 62.4 KB |
| 279 - Attention Mechanism Bahdanau Attention.mp4 | 421.4 MB |
| 280 - Transformers Theory English.vtt | 61.5 KB |
| 280 - Transformers Theory.mp4 | 332.2 MB |
| 281 - Building Transformers with TensorFlow 2 English.vtt | 60.8 KB |
| 281 - Building Transformers with TensorFlow 2.mp4 | 315.9 MB |
| 282 - Text Normalization project English.vtt | 3.3 KB |
| 282 - Text Normalization project.mp4 | 23.8 MB |
| 31 - Functional API English.vtt | 17.8 KB |
| 31 - Functional API.mp4 | 138.4 MB |
| 32 - Model Subclassing English.vtt | 16.1 KB |
| 32 - Model Subclassing.mp4 | 119.6 MB |
| 33 - Custom Layers English.vtt | 19.3 KB |
| 33 - Custom Layers.mp4 | 135.7 MB |
| 283 - Understanding Question Answering English.vtt | 2.7 KB |
| 283 - Understanding Question Answering.mp4 | 12.9 MB |
| 284 - SQUAD dataset English.vtt | 22.1 KB |
| 284 - SQUAD dataset.mp4 | 224.0 MB |
| 285 - SQUAD dataset preparation English.vtt | 22.4 KB |
| 285 - SQUAD dataset preparation.mp4 | 165.3 MB |
| 286 - Context Answer Network English.vtt | 10.4 KB |
| 286 - Context Answer Network.mp4 | 62.4 MB |
| 287 - Training and Optimization English.vtt | 6.0 KB |
| 287 - Training and Optimization.mp4 | 36.0 MB |
| 288 - Data Augmentation English.vtt | 2.5 KB |
| 288 - Data Augmentation.mp4 | 14.5 MB |
| 289 - LSH Attention English.vtt | 80.1 KB |
| 289 - LSH Attention.mp4 | 478.8 MB |
| 290 - BERT Model English.vtt | 19.1 KB |
| 290 - BERT Model.mp4 | 220.3 MB |
| 291 - BERT Practice English.vtt | 37.6 KB |
| 291 - BERT Practice.mp4 | 288.6 MB |
| 292 - GPT Based Chatbot English.vtt | 1.3 KB |
| 292 - GPT Based Chatbot.mp4 | 11.1 MB |
| 293 - What is Automatic Speech Recognition English.vtt | 2.9 KB |
| 293 - What is Automatic Speech Recognition.mp4 | 12.4 MB |
| 294 - LJ Speech Dataset English.vtt | 8.6 KB |
| 294 - LJ Speech Dataset.mp4 | 45.9 MB |
| 295 - Fourier Transform English.vtt | 37.0 KB |
| 295 - Fourier Transform.mp4 | 224.2 MB |
| 296 - Short Time Fourier Transform English.vtt | 27.2 KB |
| 296 - Short Time Fourier Transform.mp4 | 161.0 MB |
| 297 - Conv CTC Model English.vtt | 22.0 KB |
| 297 - Conv CTC Model.mp4 | 115.3 MB |
| 298 - Speech Transformer English.vtt | 25.6 KB |
| 298 - Speech Transformer.mp4 | 234.2 MB |
| 299 - Audio Classification project English.vtt | 758 bytes |
| 299 - Audio Classification project.mp4 | 4.4 MB |
| 300 - Flickr 30k Dataset English.vtt | 23.9 KB |
| 300 - Flickr 30k Dataset.mp4 | 188.0 MB |
| 301 - CNN Transformer Model English.vtt | 6.8 KB |
| 301 - CNN Transformer Model.mp4 | 43.4 MB |
| 302 - Training and Optimization English.vtt | 22.0 KB |
| 302 - Training and Optimization.mp4 | 177.1 MB |
| 303 - Vision Transformers English.vtt | 25.4 KB |
| 303 - Vision Transformers.mp4 | 238.3 MB |
| 304 - OCR Project English.vtt | 791 bytes |
| 304 - OCR Project.mp4 | 4.1 MB |
| 305 - Introduction to Generative Modeling English.vtt | 7.9 KB |
| 305 - Introduction to Generative Modeling.mp4 | 77.3 MB |
| 306 - Image Generation English.vtt | 12.4 KB |
| 306 - Image Generation.mp4 | 88.7 MB |
| 307 - GAN Loss English.vtt | 10.5 KB |
| 307 - GAN Loss.mp4 | 55.6 MB |
| 308 - GAN training and Optimization English.vtt | 27.2 KB |
| 308 - GAN training and Optimization.mp4 | 190.0 MB |
| 309 - Wasserstein GAN English.vtt | 36.9 KB |
| 309 - Wasserstein GAN.mp4 | 277.5 MB |
| 310 - Image to Image Translation Project English.vtt | 923 bytes |
| 310 - Image to Image Translation Project.mp4 | 5.7 MB |
| 311 - Introduction English.vtt | 5.2 KB |
| 311 - Introduction.mp4 | 24.1 MB |
| 312 - Model Preparation English.vtt | 8.3 KB |
| 312 - Model Preparation.mp4 | 63.9 MB |
| 313 - Deployment English.vtt | 12.3 KB |
| 313 - Deployment.mp4 | 52.8 MB |
| 34 - PrecisionRecall and Accuracy English.vtt | 25.0 KB |
| 34 - PrecisionRecall and Accuracy.mp4 | 211.3 MB |
| 35 - Confusion Matrix English.vtt | 10.8 KB |
| 35 - Confusion Matrix.mp4 | 62.4 MB |
| 36 - ROC Plots English.vtt | 9.0 KB |
| 36 - ROC Plots.mp4 | 50.2 MB |
| 37 - Tensorflow Callbacks English.vtt | 27.9 KB |
| 37 - Tensorflow Callbacks.mp4 | 217.3 MB |
| 38 - Learning rate scheduling English.vtt | 19.2 KB |
| 38 - Learning rate scheduling.mp4 | 136.9 MB |
| 39 - Model checkpointing English.vtt | 8.5 KB |
| 39 - Model checkpointing.mp4 | 61.8 MB |
| 40 - Mitigating overfitting and underfitting English.vtt | 30.8 KB |
| 40 - Mitigating overfitting and underfitting.mp4 | 202.1 MB |
| 41 - Data augmentation with TensorFlow using tfimage and Keras Layers English.vtt | 61.0 KB |
| 41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 | 424.0 MB |
| 42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt | 20.9 KB |
| 42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4 | 161.8 MB |
| 43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata English.vtt | 43.7 KB |
| 43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 | 344.2 MB |
| 44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt | 91.7 KB |
| 44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 | 617.5 MB |
| 45 - Custom Loss and Metrics English.vtt | 24.4 KB |
| 45 - Custom Loss and Metrics.mp4 | 176.0 MB |
| 46 - Eager and graph modes English.vtt | 14.2 KB |
| 46 - Eager and graph modes.mp4 | 88.7 MB |
| 47 - Custom training loops English.vtt | 29.3 KB |
| 47 - Custom training loops.mp4 | 235.0 MB |
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