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

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  • 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 3.12 KB
    1 - Introduction/1 - Welcome.mp4 33.25 MB
    1 - Introduction/2 - General Introduction English.vtt 29.6 KB
    1 - Introduction/2 - General Introduction.mp4 216.83 MB
    1 - Introduction/3 - Link to Code.html 438 B
    10 - Tensorboard integration/48 - Data logging English.vtt 39.03 KB
    10 - Tensorboard integration/48 - Data logging.mp4 287.17 MB
    10 - Tensorboard integration/49 - Viewing model graphs English.vtt 3.39 KB
    10 - Tensorboard integration/49 - Viewing model graphs.mp4 21.48 MB
    10 - Tensorboard integration/50 - Hyperparameter tuning English.vtt 23.05 KB
    10 - Tensorboard integration/50 - Hyperparameter tuning.mp4 194.96 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 69.19 MB
    11 - MLOps with Weights and Biases/52 - Experiment tracking English.vtt 64.29 KB
    11 - MLOps with Weights and Biases/52 - Experiment tracking.mp4 469.69 MB
    11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb English.vtt 30.79 KB
    11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb.mp4 222.61 MB
    11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt 50.42 KB
    11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 329.47 MB
    11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt 19.47 KB
    11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4 137.45 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 32.08 KB
    12 - Human Emotions Detection/56 - Data preparation.mp4 225.51 MB
    12 - Human Emotions Detection/57 - Modeling and training English.vtt 59.94 KB
    12 - Human Emotions Detection/57 - Modeling and training.mp4 371.9 MB
    12 - Human Emotions Detection/58 - Data augmentation English.vtt 20.16 KB
    12 - Human Emotions Detection/58 - Data augmentation.mp4 142.06 MB
    12 - Human Emotions Detection/59 - Tensorflow records English.vtt 40.32 KB
    12 - Human Emotions Detection/59 - Tensorflow records.mp4 293.67 MB
    13 - Modern Convolutional Neural Networks/60 - Alexnet English.vtt 18.07 KB
    13 - Modern Convolutional Neural Networks/60 - Alexnet.mp4 183.37 MB
    13 - Modern Convolutional Neural Networks/61 - Vggnet English.vtt 12.26 KB
    13 - Modern Convolutional Neural Networks/61 - Vggnet.mp4 116.48 MB
    13 - Modern Convolutional Neural Networks/62 - Resnet English.vtt 35.6 KB
    13 - Modern Convolutional Neural Networks/62 - Resnet.mp4 351.43 MB
    13 - Modern Convolutional Neural Networks/63 - Coding Resnets English.vtt 26.63 KB
    13 - Modern Convolutional Neural Networks/63 - Coding Resnets.mp4 180.33 MB
    13 - Modern Convolutional Neural Networks/64 - Mobilenet English.vtt 27.34 KB
    13 - Modern Convolutional Neural Networks/64 - Mobilenet.mp4 206.72 MB
    13 - Modern Convolutional Neural Networks/65 - Efficientnet English.vtt 18.5 KB
    13 - Modern Convolutional Neural Networks/65 - Efficientnet.mp4 189.19 MB
    14 - Transfer Learning/66 - Leveraging pretrained models English.vtt 25.17 KB
    14 - Transfer Learning/66 - Leveraging pretrained models.mp4 163.53 MB
    14 - Transfer Learning/67 - Finetuning English.vtt 14.04 KB
    14 - Transfer Learning/67 - Finetuning.mp4 112.14 MB
    15 - Understanding the blackbox/68 - Visualizing intermediate layers English.vtt 21.23 KB
    15 - Understanding the blackbox/68 - Visualizing intermediate layers.mp4 158 MB
    15 - Understanding the blackbox/69 - Gradcam method English.vtt 24.02 KB
    15 - Understanding the blackbox/69 - Gradcam method.mp4 226.82 MB
    16 - Ensembling and class imbalance/70 - Ensembling English.vtt 5.97 KB
    16 - Ensembling and class imbalance/70 - Ensembling.mp4 45.24 MB
    16 - Ensembling and class imbalance/71 - Class Imbalance English.vtt 12.84 KB
    16 - Ensembling and class imbalance/71 - Class Imbalance.mp4 100.63 MB
    17 - Transformers in Vision/72 - Understanding VITs English.vtt 56.68 KB
    17 - Transformers in Vision/72 - Understanding VITs.mp4 421.96 MB
    17 - Transformers in Vision/73 - Building VITs from scratch English.vtt 57.17 KB
    17 - Transformers in Vision/73 - Building VITs from scratch.mp4 398.78 MB
    17 - Transformers in Vision/74 - Finetuning Huggingface transformers English.vtt 27.15 KB
    17 - Transformers in Vision/74 - Finetuning Huggingface transformers.mp4 206.56 MB
    17 - Transformers in Vision/75 - Model evaluation with wandb English.vtt 25.11 KB
    17 - Transformers in Vision/75 - Model evaluation with wandb.mp4 140.27 MB
    17 - Transformers in Vision/76 - Data efficient transformers English.vtt 9.16 KB
    17 - Transformers in Vision/76 - Data efficient transformers.mp4 72.79 MB
    17 - Transformers in Vision/77 - Swin transformers English.vtt 17.01 KB
    17 - Transformers in Vision/77 - Swin transformers.mp4 192.32 MB
    18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx English.vtt 26.09 KB
    18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx.mp4 205.49 MB
    18 - Model deployment/79 - Understanding quantization English.vtt 29.31 KB
    18 - Model deployment/79 - Understanding quantization.mp4 268.16 MB
    18 - Model deployment/80 - Practical quantization of Onnx English.vtt 9.14 KB
    18 - Model deployment/80 - Practical quantization of Onnx.mp4 64.98 MB
    18 - Model deployment/81 - Quantization aware training English.vtt 19.97 KB
    18 - Model deployment/81 - Quantization aware training.mp4 160.51 MB
    18 - Model deployment/82 - Conversion to Tensorflow Lite English.vtt 20.03 KB
    18 - Model deployment/82 - Conversion to Tensorflow Lite.mp4 154.66 MB
    18 - Model deployment/83 - What is an API English.vtt 21.87 KB
    18 - Model deployment/83 - What is an API.mp4 127.92 MB
    18 - Model deployment/84 - Building the Emotions Detection API with Fastapi English.vtt 88.85 KB
    18 - Model deployment/84 - Building the Emotions Detection API with Fastapi.mp4 674.61 MB
    18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud English.vtt 13.65 KB
    18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud.mp4 100.23 MB
    18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust English.vtt 15.64 KB
    18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust.mp4 106.32 MB
    19 - Object Detection with YOLO algorithm/87 - Understanding object detection English.vtt 7.37 KB
    19 - Object Detection with YOLO algorithm/87 - Understanding object detection.mp4 52.4 MB
    19 - Object Detection with YOLO algorithm/88 - YOLO paper English.vtt 68.07 KB
    19 - Object Detection with YOLO algorithm/88 - YOLO paper.mp4 571.99 MB
    19 - Object Detection with YOLO algorithm/89 - Dataset Preparation English.vtt 47.08 KB
    19 - Object Detection with YOLO algorithm/89 - Dataset Preparation.mp4 401.11 MB
    19 - Object Detection with YOLO algorithm/90 - YOLO Resnet English.vtt 6.03 KB
    19 - Object Detection with YOLO algorithm/90 - YOLO Resnet.mp4 53.93 MB
    19 - Object Detection with YOLO algorithm/91 - Data augmentation English.vtt 26.67 KB
    19 - Object Detection with YOLO algorithm/91 - Data augmentation.mp4 219.37 MB
    19 - Object Detection with YOLO algorithm/92 - Testing English.vtt 35.49 KB
    19 - Object Detection with YOLO algorithm/92 - Testing.mp4 308.81 MB
    19 - Object Detection with YOLO algorithm/93 - Data generators English.vtt 5.21 KB
    19 - Object Detection with YOLO algorithm/93 - Data generators.mp4 51.44 MB
    2 - Tensors and Variables/10 - Sparse Tensors English.vtt 3.05 KB
    2 - Tensors and Variables/10 - Sparse Tensors.mp4 18.03 MB
    2 - Tensors and Variables/11 - String Tensors English.vtt 3.62 KB
    2 - Tensors and Variables/11 - String Tensors.mp4 23.03 MB
    2 - Tensors and Variables/12 - Tensorflow Variables English.vtt 8.25 KB
    2 - Tensors and Variables/12 - Tensorflow Variables.mp4 44.94 MB
    2 - Tensors and Variables/4 - Tensor Basics English.vtt 7.18 KB
    2 - Tensors and Variables/4 - Tensor Basics.mp4 43.54 MB
    2 - Tensors and Variables/5 - Tensor Initialization and Casting English.vtt 66.9 KB
    2 - Tensors and Variables/5 - Tensor Initialization and Casting.mp4 406.58 MB
    2 - Tensors and Variables/6 - Indexing English.vtt 18.46 KB
    2 - Tensors and Variables/6 - Indexing.mp4 77.56 MB
    2 - Tensors and Variables/7 - Maths Operations in Tensorflow English.vtt 38.18 KB
    2 - Tensors and Variables/7 - Maths Operations in Tensorflow.mp4 215.05 MB
    2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow English.vtt 68.65 KB
    2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow.mp4 371.54 MB
    2 - Tensors and Variables/9 - Ragged Tensors English.vtt 13.65 KB
    2 - Tensors and Variables/9 - Ragged Tensors.mp4 78.49 MB
    20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt 8.16 KB
    20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset.mp4 60.74 MB
    20 - Image segmentation/95 - UNET Model English.vtt 17.5 KB
    20 - Image segmentation/95 - UNET Model.mp4 121.49 MB
    20 - Image segmentation/96 - Training and optimization English.vtt 5.61 KB
    20 - Image segmentation/96 - Training and optimization.mp4 44.72 MB
    20 - Image segmentation/97 - Data augmentation and dropout English.vtt 4.92 KB
    20 - Image segmentation/97 - Data augmentation and dropout.mp4 29.5 MB
    20 - Image segmentation/98 - Class weighting English.vtt 15.88 KB
    20 - Image segmentation/98 - Class weighting.mp4 132.14 MB
    21 - People counting/100 - Dataset preparation English.vtt 44.73 KB
    21 - People counting/100 - Dataset preparation.mp4 323.89 MB
    21 - People counting/101 - CSRNET English.vtt 8.3 KB
    21 - People counting/101 - CSRNET.mp4 75.17 MB
    21 - People counting/102 - Training and optimization English.vtt 6.74 KB
    21 - People counting/102 - Training and optimization.mp4 51.94 MB
    21 - People counting/103 - Data augmentation English.vtt 30.44 KB
    21 - People counting/103 - Data augmentation.mp4 260.91 MB
    21 - People counting/99 - People Counting Shangai Tech Dataset English.vtt 12.69 KB
    21 - People counting/99 - People Counting Shangai Tech Dataset.mp4 83.42 MB
    22 - Image generation/104 - Introduction to image generation English.vtt 3.51 KB
    22 - Image generation/104 - Introduction to image generation.mp4 27.26 MB
    22 - Image generation/105 - Understanding variational autoencoders English.vtt 16.29 KB
    22 - Image generation/105 - Understanding variational autoencoders.mp4 117.45 MB
    22 - Image generation/106 - VAE training and digit generation English.vtt 45.34 KB
    22 - Image generation/106 - VAE training and digit generation.mp4 298.62 MB
    22 - Image generation/107 - Latent space visualizations English.vtt 15.34 KB
    22 - Image generation/107 - Latent space visualizations.mp4 113.23 MB
    22 - Image generation/108 - How GANs work English.vtt 22.12 KB
    22 - Image generation/108 - How GANs work.mp4 232.41 MB
    22 - Image generation/109 - Improving GAN training English.vtt 26.19 KB
    22 - Image generation/109 - Improving GAN training.mp4 167.92 MB
    22 - Image generation/110 - Face generation with GANs English.vtt 56 KB
    22 - Image generation/110 - Face generation with GANs.mp4 408.59 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 12.17 KB
    23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis.mp4 89.96 MB
    23 - Text Preprocessing for Sentiment analysis/112 - Text standardization English.vtt 15.92 KB
    23 - Text Preprocessing for Sentiment analysis/112 - Text standardization.mp4 123.42 MB
    23 - Text Preprocessing for Sentiment analysis/113 - Tokenization English.vtt 18.26 KB
    23 - Text Preprocessing for Sentiment analysis/113 - Tokenization.mp4 123.63 MB
    23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words English.vtt 16.21 KB
    23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words.mp4 124.68 MB
    23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF English.vtt 10.63 KB
    23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF.mp4 96.26 MB
    23 - Text Preprocessing for Sentiment analysis/116 - Embeddings English.vtt 11.83 KB
    23 - Text Preprocessing for Sentiment analysis/116 - Embeddings.mp4 92.53 MB
    24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work English.vtt 21.6 KB
    24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work.mp4 123.49 MB
    24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation English.vtt 30.45 KB
    24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation.mp4 206.52 MB
    24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs English.vtt 25.8 KB
    24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs.mp4 167.14 MB
    24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU English.vtt 38.09 KB
    24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU.mp4 227.03 MB
    24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network English.vtt 33.9 KB
    24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network.mp4 283.92 MB
    25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec English.vtt 27.6 KB
    25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec.mp4 211.08 MB
    25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings English.vtt 14.06 KB
    25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings.mp4 91.43 MB
    25 - Sentiment Analysis with transfer learning/124 - Testing English.vtt 8.2 KB
    25 - Sentiment Analysis with transfer learning/124 - Testing.mp4 52.97 MB
    25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings English.vtt 17.3 KB
    25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings.mp4 149.66 MB
    26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation English.vtt 15.23 KB
    26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation.mp4 101.42 MB
    26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation English.vtt 29.23 KB
    26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation.mp4 165.79 MB
    26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model English.vtt 33.4 KB
    26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model.mp4 229.03 MB
    26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score English.vtt 11.99 KB
    26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score.mp4 74.35 MB
    26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch English.vtt 16.23 KB
    26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch.mp4 111.55 MB
    27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention English.vtt 21.62 KB
    27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention.mp4 180.33 MB
    27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention English.vtt 24.51 KB
    27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention.mp4 179.4 MB
    28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks English.vtt 69.9 KB
    28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks.mp4 606.95 MB
    28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers English.vtt 66.88 KB
    28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers.mp4 557.01 MB
    28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer English.vtt 22.7 KB
    28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer.mp4 183.1 MB
    28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores English.vtt 14.95 KB
    28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores.mp4 87.28 MB
    29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder English.vtt 9.74 KB
    29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder.mp4 66.84 MB
    29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention English.vtt 81.07 KB
    29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention.mp4 539.15 MB
    3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding English.vtt 5.05 KB
    3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding.mp4 30.55 MB
    3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation English.vtt 38.47 KB
    3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation.mp4 276.27 MB
    3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model English.vtt 16.79 KB
    3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model.mp4 105.1 MB
    3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning English.vtt 16.04 KB
    3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning.mp4 95.14 MB
    3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization English.vtt 17.18 KB
    3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization.mp4 116.69 MB
    3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement English.vtt 3.06 KB
    3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement.mp4 21.95 MB
    3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing English.vtt 21.3 KB
    3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing.mp4 135.7 MB
    3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures English.vtt 26.95 KB
    3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures.mp4 195.86 MB
    30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning English.vtt 13.78 KB
    30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning.mp4 72.54 MB
    30 - Transfer Learning and Generalized Language Models/140 - Ulmfit English.vtt 5.08 KB
    30 - Transfer Learning and Generalized Language Models/140 - Ulmfit.mp4 45.1 MB
    30 - Transfer Learning and Generalized Language Models/141 - Gpt English.vtt 22.43 KB
    30 - Transfer Learning and Generalized Language Models/141 - Gpt.mp4 119.13 MB
    30 - Transfer Learning and Generalized Language Models/142 - Bert English.vtt 21.21 KB
    30 - Transfer Learning and Generalized Language Models/142 - Bert.mp4 140.87 MB
    30 - Transfer Learning and Generalized Language Models/143 - Albert English.vtt 5.21 KB
    30 - Transfer Learning and Generalized Language Models/143 - Albert.mp4 53.78 MB
    30 - Transfer Learning and Generalized Language Models/144 - Gpt2 English.vtt 13.12 KB
    30 - Transfer Learning and Generalized Language Models/144 - Gpt2.mp4 136.49 MB
    30 - Transfer Learning and Generalized Language Models/145 - Roberta English.vtt 2.33 KB
    30 - Transfer Learning and Generalized Language Models/145 - Roberta.mp4 20.03 MB
    30 - Transfer Learning and Generalized Language Models/146 - T5 English.vtt 9.08 KB
    30 - Transfer Learning and Generalized Language Models/146 - T5.mp4 75.28 MB
    31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation English.vtt 50.78 KB
    31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation.mp4 334.96 MB
    31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model English.vtt 30.87 KB
    31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model.mp4 216.61 MB
    32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation English.vtt 20.25 KB
    32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation.mp4 146.3 MB
    32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model English.vtt 10.84 KB
    32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model.mp4 84.04 MB
    33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation English.vtt 29.89 KB
    33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation.mp4 187.94 MB
    33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model English.vtt 14.73 KB
    33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model.mp4 97.93 MB
    34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation English.vtt 67.73 KB
    34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation.mp4 605.05 MB
    34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model English.vtt 13.85 KB
    34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model.mp4 109.28 MB
    35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings English.vtt 40.08 KB
    35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings.mp4 311.33 MB
    35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation English.vtt 41.35 KB
    35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation.mp4 331.19 MB
    35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model English.vtt 49.25 KB
    35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model.mp4 396.13 MB
    36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation English.vtt 25.54 KB
    36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation.mp4 185.73 MB
    36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model English.vtt 29.27 KB
    36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model.mp4 253.44 MB
    37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation English.vtt 10.09 KB
    37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation.mp4 65.66 MB
    37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model English.vtt 7.89 KB
    37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model.mp4 54.9 MB
    38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation English.vtt 29.4 KB
    38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation.mp4 236.86 MB
    38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model English.vtt 16.7 KB
    38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model.mp4 134.69 MB
    39 - DEPRECATED Introduction/164 - Welcome English.vtt 1.99 KB
    39 - DEPRECATED Introduction/164 - Welcome.mp4 5.11 MB
    39 - DEPRECATED Introduction/165 - General Introduction English.vtt 11.79 KB
    39 - DEPRECATED Introduction/165 - General Introduction.mp4 53.96 MB
    39 - DEPRECATED Introduction/166 - Applications of Deep Learning English.vtt 8.63 KB
    39 - DEPRECATED Introduction/166 - Applications of Deep Learning.mp4 70.5 MB
    39 - DEPRECATED Introduction/167 - About this Course English.vtt 9.72 KB
    39 - DEPRECATED Introduction/167 - About this Course.mp4 70.85 MB
    39 - DEPRECATED Introduction/168 - Link to Code.html 107 B
    4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding English.vtt 9.21 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding.mp4 63.74 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation English.vtt 23.39 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation.mp4 160.58 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization English.vtt 3.03 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization.mp4 16.84 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing English.vtt 9.12 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing.mp4 54.48 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work English.vtt 51.95 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work.mp4 348.73 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 44.7 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss English.vtt 8.48 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss.mp4 47.15 MB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training English.vtt 15.13 KB
    4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training.mp4 113.76 MB
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    52 - DEPRECATED Image Captioning/303 - Vision Transformers.mp4 238.28 MB
    52 - DEPRECATED Image Captioning/304 - OCR Project English.vtt 791 B
    52 - DEPRECATED Image Captioning/304 - OCR Project.mp4 4.12 MB
    53 - DEPRECATED Image Generative Modeling/305 - Introduction to Generative Modeling English.vtt 7.91 KB
    53 - DEPRECATED Image Generative Modeling/305 - Introduction to Generative Modeling.mp4 77.31 MB
    53 - DEPRECATED Image Generative Modeling/306 - Image Generation English.vtt 12.39 KB
    53 - DEPRECATED Image Generative Modeling/306 - Image Generation.mp4 88.68 MB
    53 - DEPRECATED Image Generative Modeling/307 - GAN Loss English.vtt 10.47 KB
    53 - DEPRECATED Image Generative Modeling/307 - GAN Loss.mp4 55.57 MB
    53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization English.vtt 27.21 KB
    53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization.mp4 190.03 MB
    53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN English.vtt 36.93 KB
    53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN.mp4 277.51 MB
    53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project English.vtt 923 B
    53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project.mp4 5.69 MB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction English.vtt 5.18 KB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction.mp4 24.07 MB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation English.vtt 8.31 KB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation.mp4 63.93 MB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment English.vtt 12.28 KB
    54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment.mp4 52.77 MB
    6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy English.vtt 25.01 KB
    6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy.mp4 211.28 MB
    6 - Evaluating Classification Models/35 - Confusion Matrix English.vtt 10.79 KB
    6 - Evaluating Classification Models/35 - Confusion Matrix.mp4 62.37 MB
    6 - Evaluating Classification Models/36 - ROC Plots English.vtt 8.99 KB
    6 - Evaluating Classification Models/36 - ROC Plots.mp4 50.18 MB
    7 - Improving Model Performance/37 - Tensorflow Callbacks English.vtt 27.93 KB
    7 - Improving Model Performance/37 - Tensorflow Callbacks.mp4 217.28 MB
    7 - Improving Model Performance/38 - Learning rate scheduling English.vtt 19.19 KB
    7 - Improving Model Performance/38 - Learning rate scheduling.mp4 136.89 MB
    7 - Improving Model Performance/39 - Model checkpointing English.vtt 8.51 KB
    7 - Improving Model Performance/39 - Model checkpointing.mp4 61.84 MB
    7 - Improving Model Performance/40 - Mitigating overfitting and underfitting English.vtt 30.78 KB
    7 - Improving Model Performance/40 - Mitigating overfitting and underfitting.mp4 202.09 MB
    8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers English.vtt 61.01 KB
    8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 424.01 MB
    8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt 20.91 KB
    8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4 161.77 MB
    8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata English.vtt 43.66 KB
    8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 344.15 MB
    8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt 91.67 KB
    8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 617.46 MB
    9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics English.vtt 24.45 KB
    9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics.mp4 175.98 MB
    9 - Advanced Tensorflow Concepts/46 - Eager and graph modes English.vtt 14.21 KB
    9 - Advanced Tensorflow Concepts/46 - Eager and graph modes.mp4 88.69 MB
    9 - Advanced Tensorflow Concepts/47 - Custom training loops English.vtt 29.31 KB
    9 - Advanced Tensorflow Concepts/47 - Custom training loops.mp4 235 MB

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