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Udemy - PyTorch for Deep Learning with Python Bootcamp (9.2019)
1. Course Overview, Installs, and Setup/1.1 PYTORCH_NOTEBOOKS.zip.zip
205.5 MB
1. Course Overview, Installs, and Setup/2.1 PYTORCH_NOTEBOOKS.zip.zip
205.5 MB
8. CNN - Convolutional Neural Networks/17. Loading Real Image Data - Part Two.mp4
172.2 MB
7. ANN - Artificial Neural Networks/16. Full ANN Code Along - Regression - Part One - Feature Engineering.mp4
169.5 MB
8. CNN - Convolutional Neural Networks/18. CNN on Custom Images - Part One - Loading Data.mp4
166.6 MB
7. ANN - Artificial Neural Networks/10. Linear Regression with PyTorch - Part Two.mp4
157.1 MB
8. CNN - Convolutional Neural Networks/15. CIFAR-10 DataSet with CNN - Code Along - Part Two.mp4
153.4 MB
9. Recurrent Neural Networks/10. RNN on a Time Series - Part Two.mp4
147.5 MB
9. Recurrent Neural Networks/8. Basic RNN - Training and Forecasting.mp4
143.3 MB
7. ANN - Artificial Neural Networks/22. ANN - Exercise Solutions.mp4
142.4 MB
7. ANN - Artificial Neural Networks/17. Full ANN Code Along - Regression - Part 2 - Categorical and Continuous Features.mp4
135.5 MB
8. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4
128.9 MB
7. ANN - Artificial Neural Networks/19. Full ANN Code Along - Regression - Part Four - Training and Evaluation.mp4
122.9 MB
8. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4
122.4 MB
1. Course Overview, Installs, and Setup/2. Installation and Environment Setup.mp4
121.6 MB
7. ANN - Artificial Neural Networks/18. Full ANN Code Along - Regression - Part Three - Tabular Model.mp4
120.6 MB
10. Using a GPU with PyTorch and CUDA/2. Using GPU for PyTorch.mp4
119.6 MB
11. NLP with PyTorch/2. Encoding Text Data.mp4
114.7 MB
7. ANN - Artificial Neural Networks/11. DataSets with PyTorch.mp4
114.4 MB
8. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4
110.6 MB
[磁力链接]
添加时间:
2025-08-11
大小:
7.2 GB
最近下载:
2025-11-06
热度:
189
[FCSNEW.NET] Udemy - Practical Deep Learning Master PyTorch in 15 Days
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/2. good.zip
946.5 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/2. defective.zip
916.0 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/13. Part 4 Evaluating Model Performance and Addressing Overfitting.mp4
311.6 MB
09. Day 9 & 10 Neural Network for Multi-Class Classification Handwritten Digits/20. Demonstrating Overfitting in Neural Network Training.mp4
306.9 MB
04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/6. Investigating Key Data Relationships for Model Training.mp4
275.4 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/19. Using the Trained Model to Predict Tire Quality.mp4
261.2 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/5. Using ResNet-50 to Classify an Image of a Cat.mp4
259.4 MB
10. Day 11 & 12 Convolutional Networks Fashion Item Classification (multi-class)/28. Optional extra Application of Overfitting Detection and Model Finalization.mp4
253.7 MB
05. Day 5 & 6 Neuron Classifier Spam Detection in SMS/12. Evaluating Model with Key Performance Metrics.mp4
247.5 MB
04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/5. Exploring the Used Car Dataset with Pandas.mp4
242.3 MB
05. Day 5 & 6 Neuron Classifier Spam Detection in SMS/15. Implementing Training and Validation Data Splits in Python.mp4
231.1 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/16. Integrating Data Augmentation into Model Training for Improved Accuracy.mp4
226.5 MB
09. Day 9 & 10 Neural Network for Multi-Class Classification Handwritten Digits/23. Optional extra Applying a Neural Network to Custom Images.mp4
224.2 MB
03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/8. Training a Neuron 1 Preparing and Optimizing.mp4
223.7 MB
07. Day 7 & 8 Neural Network Classifier Student Exam Results Prediction/8. Optional Applying a Single Neuron to Student Exam Data.mp4
222.6 MB
11. Day 13 & 14 Transfer Learning with ResNet for Tire Quality Prediction/7. Optional extra Exploring the ResNet Research Paper.mp4
220.4 MB
07. Day 7 & 8 Neural Network Classifier Student Exam Results Prediction/9. Building and Training Our First Neural Network.mp4
218.5 MB
02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/14. The dtype of a Tensor.mp4
214.9 MB
05. Day 5 & 6 Neuron Classifier Spam Detection in SMS/19. Optional extra Generating Embeddings with BART for Spam Detection.mp4
214.1 MB
09. Day 9 & 10 Neural Network for Multi-Class Classification Handwritten Digits/13. Evaluating a Neural Network for Multi-Class Classification.mp4
212.5 MB
[磁力链接]
添加时间:
2025-09-18
大小:
18.9 GB
最近下载:
2025-11-03
热度:
210
[FCSNEW.NET] ZeroToMastery - PyTorch for Deep Learning Bootcamp Zero to Mastery
10. Section 08 PyTorch Paper Replicating/36. Creating a Transformer Encoder Layer with In-Built PyTorch Layer.mp4
137.5 MB
10. Section 08 PyTorch Paper Replicating/37. Bringing Our Own Vision Transformer to Life - Part 1 Gathering the Pieces of the Puzzle.mp4
134.7 MB
5. Section 03 PyTorch Computer Vision/22. Model 2 Coding Our First Convolutional Neural Network with PyTorch.mp4
130.7 MB
11. Section 09 PyTorch Model Deployment/23. Creating a Function to Make and Time Predictions with Our Models.mp4
128.5 MB
8. Section 06 PyTorch Transfer Learning/12. Freezing the Base Layers of Our Model and Updating the Classifier Head.mp4
121.4 MB
11. Section 09 PyTorch Model Deployment/49. Training Food Vision Big Our Biggest Model Yet!.mp4
121.3 MB
10. Section 08 PyTorch Paper Replicating/30. Turning Equation 2 into Code.mp4
119.3 MB
10. Section 08 PyTorch Paper Replicating/44. Getting a Pretrained Vision Transformer from Torchvision and Setting it Up.mp4
117.8 MB
5. Section 03 PyTorch Computer Vision/25. Model 2 Using a Trick to Find the Input and Output Shapes of Each of Our Layers.mp4
117.0 MB
6. Section 04 PyTorch Custom Datasets/14. Writing a PyTorch Custom Dataset Class from Scratch to Load Our Images.mp4
115.2 MB
3. Section 01 PyTorch Workflow/15. Reviewing the Steps in a Training Loop Step by Step.mp4
114.9 MB
10. Section 08 PyTorch Paper Replicating/11. Breaking Down the Four Equations Overview and a Trick for Reading Papers.mp4
113.3 MB
7. Section 05 PyTorch Going Modular/4. Writing the Outline for Our First Python Script to Setup the Data.mp4
112.7 MB
9. Section 07 PyTorch Experiment Tracking/16. Creating Functions to Prepare Our Feature Extractor Models.mp4
112.5 MB
4. Section 02 PyTorch Neural Network Classification/10. Setting Up a Loss Function Optimizer and Evaluation Function for Our Classification Network.mp4
112.2 MB
5. Section 03 PyTorch Computer Vision/5. Getting a Computer Vision Dataset and Checking Out Its- Input and Output Shapes.mp4
112.1 MB
3. Section 01 PyTorch Workflow/18. Reviewing What Happens in a Testing Loop Step by Step.mp4
112.1 MB
7. Section 05 PyTorch Going Modular/9. Creating a Training Script to Train Our Model in One Line of Code.mp4
111.1 MB
1. Introduction/1. PyTorch for Deep Learning Bootcamp Zero to Mastery.mp4
109.6 MB
10. Section 08 PyTorch Paper Replicating/23. Creating the Patch Embedding Layer with PyTorch.mp4
109.6 MB
[磁力链接]
添加时间:
2025-09-23
大小:
19.8 GB
最近下载:
2025-11-06
热度:
85
Udemy - Modern Computer Vision & Deep Learning with Python & PyTorch (12.2024)
09. Overview of YOLO Family for Object Detection/01. Overview of YOLO Family.mp4
277.8 MB
05. 1. Image Classification Task of Computer Vision/02. Image Classification with Deep Convolutional Neural Networks using Python.mp4
241.1 MB
20. Implementation, Optimization and Training Of Segmentation Models/01. Implement Segmentation Models (UNet, PSPNet, DeepLab, PAN, and UNet++).mp4
207.3 MB
07. Transfer Learning for Image Classification/assets/Classification-Dataset.zip
184.8 MB
25. Training, Evaluating and Visualizing Instance Segmentation on Custom Dataset/02. Train, Evaluate Instance Segmentation Model & Visualizing Results on Custom Data.mp4
182.5 MB
04. Computer Vision and Deep Convolutional Neural Networks/03. Coding Convolutional Neural Network Architecture from Scratch.mp4
171.0 MB
12. Detectron2 for Ojbect Detection/01. Detectron2 for Ojbect Detection with PyTorch.mp4
168.2 MB
13. Training, Evaluating and Visualizing Object Detection on Custom Dataset/03. Train, Evaluate Object Detection Models & Visualizing Results on Custom Dataset.mp4
160.9 MB
03. Deep Learning for Computer Vision/01. Basics of Deep Learning for Computer Vision.mp4
158.1 MB
11. Overview of RCNN Family for Object Detection/01. Overview of RCNN Family for Object Detection.mp4
154.5 MB
15. 3. Semantic Segmentation Task Of Computer Vision/02. Semantic Segmentation Real-World Applications.mp4
151.4 MB
12. Detectron2 for Ojbect Detection/02. Perform Object Detection using Detectron2 Pretrained Models.mp4
143.7 MB
04. Computer Vision and Deep Convolutional Neural Networks/06. Calculate Accuracy, Precision, Recall and Visualize Confusion Matrix.mp4
124.0 MB
21. Test Models and Visualize Segmentation Results/01. Test Models and Calculate IOU,Pixel Accuracy,Fscore.mp4
119.0 MB
17. Segmentation Datasets, Annotations, Data Augmentation & Data Loading/04. Data Loading with PyTorch Customized Dataset Class.mp4
114.9 MB
02. What is Computer Vision & its Applications/01. Introduction to Computer Vision and its Real-world Applications.mp4
114.0 MB
10. Video Object Detection in Real-time/04. Testing YOLO8 on Videos and Images.mp4
112.7 MB
13. Training, Evaluating and Visualizing Object Detection on Custom Dataset/01. Custom Dataset for Object Detection.mp4
92.7 MB
25. Training, Evaluating and Visualizing Instance Segmentation on Custom Dataset/01. Custom Dataset for Instance Segmentation.mp4
90.3 MB
21. Test Models and Visualize Segmentation Results/03. Visualize Segmentation Results and Generate RGB Segmented Map.mp4
90.1 MB
[磁力链接]
添加时间:
2025-09-30
大小:
5.2 GB
最近下载:
2025-11-03
热度:
119
[FCSNEW.NET] Udemy - Complete Computer Vision Bootcamp With PyTorch & Tensorflow
05. computer vision (Open CV With Python)/19. Image Segmentation Using openCV.mp4
690.3 MB
06. PyTorch/16. CNN Training Using a Custom Dataset.mp4
561.3 MB
02. Python Prerequisites/37. Pandas-DataFrame And Series.mp4
558.5 MB
02. Python Prerequisites/36. Numpy In Python.mp4
545.7 MB
02. Python Prerequisites/38. Data Manipulation With Pandas And Numpy.mp4
468.7 MB
05. computer vision (Open CV With Python)/20. Haar Cascade for face detection.mp4
440.3 MB
04. Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/6. Vanishing Gradient Problem and Sigmoid.mp4
418.6 MB
11. Image Segmentation/7. Implementing Custom Unet Training.mp4
415.2 MB
02. Python Prerequisites/12. Sets In Python.mp4
412.7 MB
04. Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/3. ANN intuition and Working.mov.mp4
405.2 MB
02. Python Prerequisites/9. Loops In Python.mp4
395.2 MB
04. Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/4. Back Propogation and Weight Updation.mp4
377.4 MB
04. Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/17. Loss Function Classification Problem.mp4
375.4 MB
06. PyTorch/12. Create Linear Regression model with Pytorch components.mp4
370.6 MB
04. Deep Learning-ANN, Optimizers, Loss Functions, Activation Functions,CNN Theory/1. Perceptron Intuition.mp4
342.8 MB
11. Image Segmentation/5. Fully Convolutional Networks (FCNs).mp4
340.8 MB
10. Basics of Object Detection/11. Custom Object Detection with YOLOv11.mp4
322.3 MB
02. Python Prerequisites/8. Conditional Statements(if,elif,else).mp4
322.0 MB
06. PyTorch/22. Implementing gradio app inference backend.mp4
321.8 MB
02. Python Prerequisites/13. Dictionaries In Python.mp4
313.3 MB
[磁力链接]
添加时间:
2025-10-07
大小:
30.4 GB
最近下载:
2025-11-05
热度:
52
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