[FreeCourseSite com] Udemy - Deep Learning Masterclass with TensorFlow 2 Over 20 Projects
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 1 - Introduction/1 - Welcome English.vtt | 3.12 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 |
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