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

File Type video

Size 45.88GB

UpdateDate 2024-9-10

hash *****F396A4A83CEBE32D5EBC2F546AFE358E7B

Hot 9

Files 0. Websites you may like/[CourseClub.Me].url | 122B 0. Websites you may like/[FreeCourseSite.com].url | 127B 0. Websites you may like/[GigaCourse.Com].url | 49B 1 - Introduction/1 - Welcome English.vtt | 3.12KB 1 - Introduction/1 - Welcome.mp4 | 33.25MB 1 - Introduction/2 - General Introduction English.vtt | 29.60KB 1 - Introduction/2 - General Introduction.mp4 | 216.83MB 1 - Introduction/3 - Link to Code.html | 438B 10 - Tensorboard integration/48 - Data logging English.vtt | 39.03KB 10 - Tensorboard integration/48 - Data logging.mp4 | 287.17MB 10 - Tensorboard integration/49 - Viewing model graphs English.vtt | 3.39KB 10 - Tensorboard integration/49 - Viewing model graphs.mp4 | 21.48MB 10 - Tensorboard integration/50 - Hyperparameter tuning English.vtt | 23.05KB 10 - Tensorboard integration/50 - Hyperparameter tuning.mp4 | 194.96MB 10 - Tensorboard integration/51 - Profiling and other visualizations with Tensorboard English.vtt | 8.90KB 10 - Tensorboard integration/51 - Profiling and other visualizations with Tensorboard.mp4 | 69.19MB 11 - MLOps with Weights and Biases/52 - Experiment tracking English.vtt | 64.29KB 11 - MLOps with Weights and Biases/52 - Experiment tracking.mp4 | 469.69MB 11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb English.vtt | 30.79KB 11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb.mp4 | 222.61MB 11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt | 50.42KB 11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 | 329.47MB 11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt | 19.47KB 11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4 | 137.45MB 12 - Human Emotions Detection/0. Websites you may like/[CourseClub.Me].url | 122B 12 - Human Emotions Detection/0. Websites you may like/[FreeCourseSite.com].url | 127B 12 - Human Emotions Detection/0. Websites you may like/[GigaCourse.Com].url | 49B 12 - Human Emotions Detection/56 - Data preparation English.vtt | 32.08KB 12 - Human Emotions Detection/56 - Data preparation.mp4 | 225.51MB 12 - Human Emotions Detection/57 - Modeling and training English.vtt | 59.94KB 12 - Human Emotions Detection/57 - Modeling and training.mp4 | 371.90MB 12 - Human Emotions Detection/58 - Data augmentation English.vtt | 20.16KB 12 - Human Emotions Detection/58 - Data augmentation.mp4 | 142.06MB 12 - Human Emotions Detection/59 - Tensorflow records English.vtt | 40.32KB 12 - Human Emotions Detection/59 - Tensorflow records.mp4 | 293.67MB 13 - Modern Convolutional Neural Networks/60 - Alexnet English.vtt | 18.07KB 13 - Modern Convolutional Neural Networks/60 - Alexnet.mp4 | 183.37MB 13 - Modern Convolutional Neural Networks/61 - Vggnet English.vtt | 12.26KB 13 - Modern Convolutional Neural Networks/61 - Vggnet.mp4 | 116.48MB 13 - Modern Convolutional Neural Networks/62 - Resnet English.vtt | 35.60KB 13 - Modern Convolutional Neural Networks/62 - Resnet.mp4 | 351.43MB 13 - Modern Convolutional Neural Networks/63 - Coding Resnets English.vtt | 26.63KB 13 - Modern Convolutional Neural Networks/63 - Coding Resnets.mp4 | 180.33MB 13 - Modern Convolutional Neural Networks/64 - Mobilenet English.vtt | 27.34KB 13 - Modern Convolutional Neural Networks/64 - Mobilenet.mp4 | 206.72MB 13 - Modern Convolutional Neural Networks/65 - Efficientnet English.vtt | 18.50KB 13 - Modern Convolutional Neural Networks/65 - Efficientnet.mp4 | 189.19MB 14 - Transfer Learning/66 - Leveraging pretrained models English.vtt | 25.17KB 14 - Transfer Learning/66 - Leveraging pretrained models.mp4 | 163.53MB 14 - Transfer Learning/67 - Finetuning English.vtt | 14.04KB 14 - Transfer Learning/67 - Finetuning.mp4 | 112.14MB 15 - Understanding the blackbox/68 - Visualizing intermediate layers English.vtt | 21.23KB 15 - Understanding the blackbox/68 - Visualizing intermediate layers.mp4 | 158.00MB 15 - Understanding the blackbox/69 - Gradcam method English.vtt | 24.02KB 15 - Understanding the blackbox/69 - Gradcam method.mp4 | 226.82MB 16 - Ensembling and class imbalance/70 - Ensembling English.vtt | 5.97KB 16 - Ensembling and class imbalance/70 - Ensembling.mp4 | 45.24MB 16 - Ensembling and class imbalance/71 - Class Imbalance English.vtt | 12.84KB 16 - Ensembling and class imbalance/71 - Class Imbalance.mp4 | 100.63MB 17 - Transformers in Vision/72 - Understanding VITs English.vtt | 56.68KB 17 - Transformers in Vision/72 - Understanding VITs.mp4 | 421.96MB 17 - Transformers in Vision/73 - Building VITs from scratch English.vtt | 57.17KB 17 - Transformers in Vision/73 - Building VITs from scratch.mp4 | 398.78MB 17 - Transformers in Vision/74 - Finetuning Huggingface transformers English.vtt | 27.15KB 17 - Transformers in Vision/74 - Finetuning Huggingface transformers.mp4 | 206.56MB 17 - Transformers in Vision/75 - Model evaluation with wandb English.vtt | 25.11KB 17 - Transformers in Vision/75 - Model evaluation with wandb.mp4 | 140.27MB 17 - Transformers in Vision/76 - Data efficient transformers English.vtt | 9.16KB 17 - Transformers in Vision/76 - Data efficient transformers.mp4 | 72.79MB 17 - Transformers in Vision/77 - Swin transformers English.vtt | 17.01KB 17 - Transformers in Vision/77 - Swin transformers.mp4 | 192.32MB 18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx English.vtt | 26.09KB 18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx.mp4 | 205.49MB 18 - Model deployment/79 - Understanding quantization English.vtt | 29.31KB 18 - Model deployment/79 - Understanding quantization.mp4 | 268.16MB 18 - Model deployment/80 - Practical quantization of Onnx English.vtt | 9.14KB 18 - Model deployment/80 - Practical quantization of Onnx.mp4 | 64.98MB 18 - Model deployment/81 - Quantization aware training English.vtt | 19.97KB 18 - Model deployment/81 - Quantization aware training.mp4 | 160.51MB 18 - Model deployment/82 - Conversion to Tensorflow Lite English.vtt | 20.03KB 18 - Model deployment/82 - Conversion to Tensorflow Lite.mp4 | 154.66MB 18 - Model deployment/83 - What is an API English.vtt | 21.87KB 18 - Model deployment/83 - What is an API.mp4 | 127.92MB 18 - Model deployment/84 - Building the Emotions Detection API with Fastapi English.vtt | 88.85KB 18 - Model deployment/84 - Building the Emotions Detection API with Fastapi.mp4 | 674.61MB 18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud English.vtt | 13.65KB 18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud.mp4 | 100.23MB 18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust English.vtt | 15.64KB 18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust.mp4 | 106.32MB 19 - Object Detection with YOLO algorithm/87 - Understanding object detection English.vtt | 7.37KB 19 - Object Detection with YOLO algorithm/87 - Understanding object detection.mp4 | 52.40MB 19 - Object Detection with YOLO algorithm/88 - YOLO paper English.vtt | 68.07KB 19 - Object Detection with YOLO algorithm/88 - YOLO paper.mp4 | 571.99MB 19 - Object Detection with YOLO algorithm/89 - Dataset Preparation English.vtt | 47.08KB 19 - Object Detection with YOLO algorithm/89 - Dataset Preparation.mp4 | 401.11MB 19 - Object Detection with YOLO algorithm/90 - YOLO Resnet English.vtt | 6.03KB 19 - Object Detection with YOLO algorithm/90 - YOLO Resnet.mp4 | 53.93MB 19 - Object Detection with YOLO algorithm/91 - Data augmentation English.vtt | 26.67KB 19 - Object Detection with YOLO algorithm/91 - Data augmentation.mp4 | 219.37MB 19 - Object Detection with YOLO algorithm/92 - Testing English.vtt | 35.49KB 19 - Object Detection with YOLO algorithm/92 - Testing.mp4 | 308.81MB 19 - Object Detection with YOLO algorithm/93 - Data generators English.vtt | 5.21KB 19 - Object Detection with YOLO algorithm/93 - Data generators.mp4 | 51.44MB 2 - Tensors and Variables/10 - Sparse Tensors English.vtt | 3.05KB 2 - Tensors and Variables/10 - Sparse Tensors.mp4 | 18.03MB 2 - Tensors and Variables/11 - String Tensors English.vtt | 3.62KB 2 - Tensors and Variables/11 - String Tensors.mp4 | 23.03MB 2 - Tensors and Variables/12 - Tensorflow Variables English.vtt | 8.25KB 2 - Tensors and Variables/12 - Tensorflow Variables.mp4 | 44.94MB 2 - Tensors and Variables/4 - Tensor Basics English.vtt | 7.18KB 2 - Tensors and Variables/4 - Tensor Basics.mp4 | 43.54MB 2 - Tensors and Variables/5 - Tensor Initialization and Casting English.vtt | 66.90KB 2 - Tensors and Variables/5 - Tensor Initialization and Casting.mp4 | 406.58MB 2 - Tensors and Variables/6 - Indexing English.vtt | 18.46KB 2 - Tensors and Variables/6 - Indexing.mp4 | 77.56MB 2 - Tensors and Variables/7 - Maths Operations in Tensorflow English.vtt | 38.18KB 2 - Tensors and Variables/7 - Maths Operations in Tensorflow.mp4 | 215.05MB 2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow English.vtt | 68.65KB 2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow.mp4 | 371.54MB 2 - Tensors and Variables/9 - Ragged Tensors English.vtt | 13.65KB 2 - Tensors and Variables/9 - Ragged Tensors.mp4 | 78.49MB 20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt | 8.16KB 20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset.mp4 | 60.74MB 20 - Image segmentation/95 - UNET Model English.vtt | 17.50KB 20 - Image segmentation/95 - UNET Model.mp4 | 121.49MB 20 - Image segmentation/96 - Training and optimization English.vtt | 5.61KB 20 - Image segmentation/96 - Training and optimization.mp4 | 44.72MB 20 - Image segmentation/97 - Data augmentation and dropout English.vtt | 4.92KB 20 - Image segmentation/97 - Data augmentation and dropout.mp4 | 29.50MB 20 - Image segmentation/98 - Class weighting English.vtt | 15.88KB 20 - Image segmentation/98 - Class weighting.mp4 | 132.14MB 21 - People counting/100 - Dataset preparation English.vtt | 44.73KB 21 - People counting/100 - Dataset preparation.mp4 | 323.89MB 21 - People counting/101 - CSRNET English.vtt | 8.30KB 21 - People counting/101 - CSRNET.mp4 | 75.17MB 21 - People counting/102 - Training and optimization English.vtt | 6.74KB 21 - People counting/102 - Training and optimization.mp4 | 51.94MB 21 - People counting/103 - Data augmentation English.vtt | 30.44KB 21 - People counting/103 - Data augmentation.mp4 | 260.91MB 21 - People counting/99 - People Counting Shangai Tech Dataset English.vtt | 12.69KB 21 - People counting/99 - People Counting Shangai Tech Dataset.mp4 | 83.42MB 22 - Image generation/104 - Introduction to image generation English.vtt | 3.51KB 22 - Image generation/104 - Introduction to image generation.mp4 | 27.26MB 22 - Image generation/105 - Understanding variational autoencoders English.vtt | 16.29KB 22 - Image generation/105 - Understanding variational autoencoders.mp4 | 117.45MB 22 - Image generation/106 - VAE training and digit generation English.vtt | 45.34KB 22 - Image generation/106 - VAE training and digit generation.mp4 | 298.62MB 22 - Image generation/107 - Latent space visualizations English.vtt | 15.34KB 22 - Image generation/107 - Latent space visualizations.mp4 | 113.23MB 22 - Image generation/108 - How GANs work English.vtt | 22.12KB 22 - Image generation/108 - How GANs work.mp4 | 232.41MB 22 - Image generation/109 - Improving GAN training English.vtt | 26.19KB 22 - Image generation/109 - Improving GAN training.mp4 | 167.92MB 22 - Image generation/110 - Face generation with GANs English.vtt | 56.00KB 22 - Image generation/110 - Face generation with GANs.mp4 | 408.59MB 23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[CourseClub.Me].url | 122B 23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[FreeCourseSite.com].url | 127B 23 - Text Preprocessing for Sentiment analysis/0. Websites you may like/[GigaCourse.Com].url | 49B 23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis English.vtt | 12.17KB 23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis.mp4 | 89.96MB 23 - Text Preprocessing for Sentiment analysis/112 - Text standardization English.vtt | 15.92KB 23 - Text Preprocessing for Sentiment analysis/112 - Text standardization.mp4 | 123.42MB 23 - Text Preprocessing for Sentiment analysis/113 - Tokenization English.vtt | 18.26KB 23 - Text Preprocessing for Sentiment analysis/113 - Tokenization.mp4 | 123.63MB 23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words English.vtt | 16.21KB 23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words.mp4 | 124.68MB 23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF English.vtt | 10.63KB 23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF.mp4 | 96.26MB 23 - Text Preprocessing for Sentiment analysis/116 - Embeddings English.vtt | 11.83KB 23 - Text Preprocessing for Sentiment analysis/116 - Embeddings.mp4 | 92.53MB 24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work English.vtt | 21.60KB 24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work.mp4 | 123.49MB 24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation English.vtt | 30.45KB 24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation.mp4 | 206.52MB 24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs English.vtt | 25.80KB 24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs.mp4 | 167.14MB 24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU English.vtt | 38.09KB 24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU.mp4 | 227.03MB 24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network English.vtt | 33.90KB 24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network.mp4 | 283.92MB 25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec English.vtt | 27.60KB 25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec.mp4 | 211.08MB 25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings English.vtt | 14.06KB 25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings.mp4 | 91.43MB 25 - Sentiment Analysis with transfer learning/124 - Testing English.vtt | 8.20KB 25 - Sentiment Analysis with transfer learning/124 - Testing.mp4 | 52.97MB 25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings English.vtt | 17.30KB 25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings.mp4 | 149.66MB 26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation English.vtt | 15.23KB 26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation.mp4 | 101.42MB 26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation English.vtt | 29.23KB 26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation.mp4 | 165.79MB 26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model English.vtt | 33.40KB 26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model.mp4 | 229.03MB 26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score English.vtt | 11.99KB 26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score.mp4 | 74.35MB 26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch English.vtt | 16.23KB 26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch.mp4 | 111.55MB 27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention English.vtt | 21.62KB 27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention.mp4 | 180.33MB 27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention English.vtt | 24.51KB 27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention.mp4 | 179.40MB 28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks English.vtt | 69.90KB 28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks.mp4 | 606.95MB 28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers English.vtt | 66.88KB 28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers.mp4 | 557.01MB 28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer English.vtt | 22.70KB 28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer.mp4 | 183.10MB 28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores English.vtt | 14.95KB 28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores.mp4 | 87.28MB 29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder English.vtt | 9.74KB 29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder.mp4 | 66.84MB 29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention English.vtt | 81.07KB 29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention.mp4 | 539.15MB 3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding English.vtt | 5.05KB 3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding.mp4 | 30.55MB 3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation English.vtt | 38.47KB 3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation.mp4 | 276.27MB 3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model English.vtt | 16.79KB 3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model.mp4 | 105.10MB 3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning English.vtt | 16.04KB 3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning.mp4 | 95.14MB 3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization English.vtt | 17.18KB 3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization.mp4 | 116.69MB 3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement English.vtt | 3.06KB 3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement.mp4 | 21.95MB 3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing English.vtt | 21.30KB 3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing.mp4 | 135.70MB 3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures English.vtt | 26.95KB 3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures.mp4 | 195.86MB 30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning English.vtt | 13.78KB 30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning.mp4 | 72.54MB 30 - Transfer Learning and Generalized Language Models/140 - Ulmfit English.vtt | 5.08KB 30 - Transfer Learning and Generalized Language Models/140 - Ulmfit.mp4 | 45.10MB 30 - Transfer Learning and Generalized Language Models/141 - Gpt English.vtt | 22.43KB 30 - Transfer Learning and Generalized Language Models/141 - Gpt.mp4 | 119.13MB 30 - Transfer Learning and Generalized Language Models/142 - Bert English.vtt | 21.21KB 30 - Transfer Learning and Generalized Language Models/142 - Bert.mp4 | 140.87MB 30 - Transfer Learning and Generalized Language Models/143 - Albert English.vtt | 5.21KB 30 - Transfer Learning and Generalized Language Models/143 - Albert.mp4 | 53.78MB 30 - Transfer Learning and Generalized Language Models/144 - Gpt2 English.vtt | 13.12KB 30 - Transfer Learning and Generalized Language Models/144 - Gpt2.mp4 | 136.49MB 30 - Transfer Learning and Generalized Language Models/145 - Roberta English.vtt | 2.33KB 30 - Transfer Learning and Generalized Language Models/145 - Roberta.mp4 | 20.03MB 30 - Transfer Learning and Generalized Language Models/146 - T5 English.vtt | 9.08KB 30 - Transfer Learning and Generalized Language Models/146 - T5.mp4 | 75.28MB 31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation English.vtt | 50.78KB 31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation.mp4 | 334.96MB 31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model English.vtt | 30.87KB 31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model.mp4 | 216.61MB 32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation English.vtt | 20.25KB 32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation.mp4 | 146.30MB 32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model English.vtt | 10.84KB 32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model.mp4 | 84.04MB 33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation English.vtt | 29.89KB 33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation.mp4 | 187.94MB 33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model English.vtt | 14.73KB 33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model.mp4 | 97.93MB 34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation English.vtt | 67.73KB 34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation.mp4 | 605.05MB 34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model English.vtt | 13.85KB 34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model.mp4 | 109.28MB 35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings English.vtt | 40.08KB 35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings.mp4 | 311.33MB 35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation English.vtt | 41.35KB 35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation.mp4 | 331.19MB 35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model English.vtt | 49.25KB 35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model.mp4 | 396.13MB 36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation English.vtt | 25.54KB 36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation.mp4 | 185.73MB 36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model English.vtt | 29.27KB 36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model.mp4 | 253.44MB 37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation English.vtt | 10.09KB 37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation.mp4 | 65.66MB 37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model English.vtt | 7.89KB 37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model.mp4 | 54.90MB 38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation English.vtt | 29.40KB 38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation.mp4 | 236.86MB 38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model English.vtt | 16.70KB 38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model.mp4 | 134.69MB 39 - DEPRECATED Introduction/164 - Welcome English.vtt | 1.99KB 39 - DEPRECATED Introduction/164 - Welcome.mp4 | 5.11MB 39 - DEPRECATED Introduction/165 - General Introduction English.vtt | 11.79KB 39 - DEPRECATED Introduction/165 - General Introduction.mp4 | 53.96MB 39 - DEPRECATED Introduction/166 - Applications of Deep Learning English.vtt | 8.63KB 39 - DEPRECATED Introduction/166 - Applications of Deep Learning.mp4 | 70.50MB 39 - DEPRECATED Introduction/167 - About this Course English.vtt | 9.72KB 39 - DEPRECATED Introduction/167 - About this Course.mp4 | 70.85MB 39 - DEPRECATED Introduction/168 - Link to Code.html | 107B 4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding English.vtt | 9.21KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding.mp4 | 63.74MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation English.vtt | 23.39KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation.mp4 | 160.58MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization English.vtt | 3.03KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization.mp4 | 16.84MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing English.vtt | 9.12KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing.mp4 | 54.48MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work English.vtt | 51.95KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work.mp4 | 348.73MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow English.vtt | 7.30KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow.mp4 | 44.70MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss English.vtt | 8.48KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss.mp4 | 47.15MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training English.vtt | 15.13KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training.mp4 | 113.76MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing English.vtt | 6.00KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing.mp4 | 39.71MB 4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive English.vtt | 20.27KB 4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive.mp4 | 128.96MB 40 - Essential Python Programming/169 - Python Installation English.vtt | 4.28KB 40 - Essential Python Programming/169 - Python Installation.mp4 | 18.14MB 40 - Essential Python Programming/170 - Variables and Basic Operators English.vtt | 28.11KB 40 - Essential Python Programming/170 - Variables and Basic Operators.mp4 | 134.93MB 40 - Essential Python Programming/171 - Conditional Statements English.vtt | 17.68KB 40 - Essential Python Programming/171 - Conditional Statements.mp4 | 89.58MB 40 - Essential Python Programming/172 - Loops English.vtt | 22.45KB 40 - Essential Python Programming/172 - Loops.mp4 | 93.23MB 40 - Essential Python Programming/173 - Methods English.vtt | 21.49KB 40 - Essential Python Programming/173 - Methods.mp4 | 88.44MB 40 - Essential Python Programming/174 - Objects and Classes English.vtt | 14.91KB 40 - Essential Python Programming/174 - Objects and Classes.mp4 | 59.12MB 40 - Essential Python Programming/175 - Operator Overloading English.vtt | 11.87KB 40 - Essential Python Programming/175 - Operator Overloading.mp4 | 52.88MB 40 - Essential Python Programming/176 - Method Types English.vtt | 9.23KB 40 - Essential Python Programming/176 - Method Types.mp4 | 48.35MB 40 - Essential Python Programming/177 - Inheritance English.vtt | 10.92KB 40 - Essential Python Programming/177 - Inheritance.mp4 | 57.33MB 40 - 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DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project English.vtt | 923B 53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project.mp4 | 5.69MB 54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction English.vtt | 5.18KB 54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction.mp4 | 24.07MB 54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation English.vtt | 8.31KB 54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation.mp4 | 63.93MB 54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment English.vtt | 12.28KB 54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment.mp4 | 52.77MB 6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy English.vtt | 25.01KB 6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy.mp4 | 211.28MB 6 - Evaluating Classification Models/35 - Confusion Matrix English.vtt | 10.79KB 6 - Evaluating Classification Models/35 - Confusion Matrix.mp4 | 62.37MB 6 - Evaluating Classification Models/36 - ROC Plots English.vtt | 8.99KB 6 - Evaluating Classification Models/36 - ROC Plots.mp4 | 50.18MB 7 - Improving Model Performance/37 - Tensorflow Callbacks English.vtt | 27.93KB 7 - Improving Model Performance/37 - Tensorflow Callbacks.mp4 | 217.28MB 7 - Improving Model Performance/38 - Learning rate scheduling English.vtt | 19.19KB 7 - Improving Model Performance/38 - Learning rate scheduling.mp4 | 136.89MB 7 - Improving Model Performance/39 - Model checkpointing English.vtt | 8.51KB 7 - Improving Model Performance/39 - Model checkpointing.mp4 | 61.84MB 7 - Improving Model Performance/40 - Mitigating overfitting and underfitting English.vtt | 30.78KB 7 - Improving Model Performance/40 - Mitigating overfitting and underfitting.mp4 | 202.09MB 8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers English.vtt | 61.01KB 8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 | 424.01MB 8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt | 20.91KB 8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4 | 161.77MB 8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata English.vtt | 43.66KB 8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 | 344.15MB 8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt | 91.67KB 8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 | 617.46MB 9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics English.vtt | 24.45KB 9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics.mp4 | 175.98MB 9 - Advanced Tensorflow Concepts/46 - Eager and graph modes English.vtt | 14.21KB 9 - Advanced Tensorflow Concepts/46 - Eager and graph modes.mp4 | 88.69MB 9 - Advanced Tensorflow Concepts/47 - Custom training loops English.vtt | 29.31KB 9 - Advanced Tensorflow Concepts/47 - Custom training loops.mp4 | 235.00MB