GetFreeCourses.Co-Udemy-Deep Learning with PyTorch for Medical Image Analysis
大小
3.64 GB
文件数
92
Info Hash:
8DCBDFE33B86767F88D0C30C5D0C96783A148FEB
收录时间
2026-03-06 17:51:48
更新时间
2026-03-06 17:51:48
文件列表 (92)
1. Introduction/1. COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.mp4
34.41 MB
1. Introduction/1.1 Complete Course Material.html
143 B
1. Introduction/2. Installation and Environment Setup.mp4
99.12 MB
1. Introduction/2.1 Environment file.html
143 B
1. Introduction/3. Course Curriculum.mp4
7.09 MB
10. Atrium-Segmentation/1. 01-Introduction.mp4
47.79 MB
10. Atrium-Segmentation/2. Preprocessing-01-Visualization.mp4
47.15 MB
10. Atrium-Segmentation/3. Preprocessing-02-Processing.mp4
43.54 MB
10. Atrium-Segmentation/4. Dataset-01-Dataset-Creation.mp4
40.42 MB
10. Atrium-Segmentation/5. Dataset-02-Dataset-Validation.mp4
24.49 MB
10. Atrium-Segmentation/6. UNet.mp4
64.46 MB
10. Atrium-Segmentation/7. Train-01-Data-Loading-and-Loss.mp4
29.55 MB
10. Atrium-Segmentation/8. Train-02-Model-Creation.mp4
50.65 MB
10. Atrium-Segmentation/9. Train-03-Evaluation.mp4
63.43 MB
10. Atrium-Segmentation/GetFreeCourses.Co.url
116 B
10. Atrium-Segmentation/How you can help GetFreeCourses.Co.txt
182 B
11. Capstone-Project Lung Tumor Segmentation/1. Introduction.mp4
23.18 MB
11. Capstone-Project Lung Tumor Segmentation/2. Overview.mp4
6.75 MB
11. Capstone-Project Lung Tumor Segmentation/3. Oversampling.mp4
27.08 MB
11. Capstone-Project Lung Tumor Segmentation/4. Discussion.mp4
27.08 MB
12. 3D Liver and Liver Tumor Segmentation/1. Introduction.mp4
27.07 MB
12. 3D Liver and Liver Tumor Segmentation/2. Data-Visualization.mp4
31.57 MB
12. 3D Liver and Liver Tumor Segmentation/3. Model.mp4
26.26 MB
12. 3D Liver and Liver Tumor Segmentation/4. Train-01-TorchIO-Dataset.mp4
59.83 MB
12. 3D Liver and Liver Tumor Segmentation/5. Train-02-Model-Creation.mp4
35.78 MB
12. 3D Liver and Liver Tumor Segmentation/6. Train-03-Evaluation.mp4
43.12 MB
2. Crash Course NumPy/1. Introduction to NumPy.mp4
11.28 MB
2. Crash Course NumPy/2. NumPy Arrays.mp4
50.81 MB
2. Crash Course NumPy/3. NumPy Arrays Part Two.mp4
46.56 MB
2. Crash Course NumPy/4. NumPy Index Selection.mp4
46.26 MB
2. Crash Course NumPy/5. NumPy Operations.mp4
33.28 MB
2. Crash Course NumPy/6. NumPy Exercises.mp4
11.54 MB
2. Crash Course NumPy/7. NumPy Exercise - Solutions.mp4
48.56 MB
3. Machine Learning Concepts Overview/1. What is Machine Learning.mp4
19.96 MB
3. Machine Learning Concepts Overview/2. Supervised Learning.mp4
39.91 MB
3. Machine Learning Concepts Overview/3. Overfitting.mp4
26.17 MB
3. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4
82.45 MB
3. Machine Learning Concepts Overview/5. Evaluating Performance - Regression Error Metrics.mp4
23.59 MB
4. PyTorch Basics/1. PyTorch Basics Introduction.mp4
14.31 MB
4. PyTorch Basics/2. Tensor Basics.mp4
35.17 MB
4. PyTorch Basics/3. Tensor Basics-Part Two.mp4
66.82 MB
4. PyTorch Basics/4. Tensor Operations.mp4
58.63 MB
4. PyTorch Basics/5. Tensor Operations-Part Two.mp4
28.16 MB
4. PyTorch Basics/6. PyTorch Basics - Exercise.mp4
15.19 MB
4. PyTorch Basics/7. PyTorch Basics - Exercise Solutions.mp4
29.83 MB
4. PyTorch Basics/GetFreeCourses.Co.url
116 B
4. PyTorch Basics/How you can help GetFreeCourses.Co.txt
182 B
5. CNN - Convolutional Neural Networks/1. Introduction to CNNs.mp4
4.64 MB
5. CNN - Convolutional Neural Networks/10. MNIST Data Revisited.mp4
9.19 MB
5. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4
101.93 MB
5. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4
87.52 MB
5. CNN - Convolutional Neural Networks/13. MNIST with CNN - Code Along - Part Three.mp4
46.95 MB
5. CNN - Convolutional Neural Networks/14. Why do we need GPUs.mp4
93 MB
5. CNN - Convolutional Neural Networks/15. Using GPUs for PyTorch.mp4
96.5 MB
5. CNN - Convolutional Neural Networks/2. Understanding the MNIST data set.mp4
14.38 MB
5. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4
97.88 MB
5. CNN - Convolutional Neural Networks/4. ANN with MNIST - Part Two - Creating the Network.mp4
52.54 MB
5. CNN - Convolutional Neural Networks/5. ANN with MNIST - Part Three - Training.mp4
78.16 MB
5. CNN - Convolutional Neural Networks/6. ANN with MNIST - Part Four - Evaluation.mp4
50.19 MB
5. CNN - Convolutional Neural Networks/7. Image Filters and Kernels.mp4
72.33 MB
5. CNN - Convolutional Neural Networks/8. Convolutional Layers.mp4
57.99 MB
5. CNN - Convolutional Neural Networks/9. Pooling Layers.mp4
27.64 MB
6. Medical Imaging - A short Introduction/1. Introduction.mp4
23.71 MB
6. Medical Imaging - A short Introduction/2. X-RAY.mp4
15.59 MB
6. Medical Imaging - A short Introduction/3. CT.mp4
27.12 MB
6. Medical Imaging - A short Introduction/4. MRI.mp4
17.98 MB
6. Medical Imaging - A short Introduction/5. PET.mp4
14.16 MB
7. Data Formats in Medical Imaging/1. Introduction.mp4
4.59 MB
7. Data Formats in Medical Imaging/2. DICOM.mp4
20.05 MB
7. Data Formats in Medical Imaging/3. DICOM-in-Python.mp4
89.01 MB
7. Data Formats in Medical Imaging/4. NIfTI.mp4
10 MB
7. Data Formats in Medical Imaging/5. NIfTI-in-Python.mp4
40.59 MB
7. Data Formats in Medical Imaging/6. Preprocessing.mp4
65.06 MB
7. Data Formats in Medical Imaging/7. Preprocessing-in-Python-Part-1.mp4
60.21 MB
7. Data Formats in Medical Imaging/8. Preprocessing-in-Python-Part-2.mp4
60.32 MB
8. Pneumonia-Classification/1. Introduction.mp4
55.37 MB
8. Pneumonia-Classification/2. Preprocessing.mp4
86 MB
8. Pneumonia-Classification/3. Train-01-Data-Loading.mp4
69.81 MB
8. Pneumonia-Classification/4. Train-02-Model-Creation.mp4
82.82 MB
8. Pneumonia-Classification/5. Train-03-Trainer.mp4
20.72 MB
8. Pneumonia-Classification/6. Train-04-Evaluation.mp4
60.36 MB
8. Pneumonia-Classification/7. Interpretability.mp4
122.13 MB
9. Cardiac-Detection/1. 01-Introduction.mp4
27.14 MB
9. Cardiac-Detection/2. 02-Preprocessing.mp4
66.85 MB
9. Cardiac-Detection/3. 03-Dataset-Part-1.mp4
57.35 MB
9. Cardiac-Detection/4. 04-Dataset-Part-2.mp4
32.34 MB
9. Cardiac-Detection/5. Train-01-Data-Loading.mp4
22.54 MB
9. Cardiac-Detection/6. Train-02-Model-Creation.mp4
95.7 MB
9. Cardiac-Detection/7. Train-03-Evaluation.mp4
42.57 MB
Download Paid Udemy Courses For Free.url
116 B
GetFreeCourses.Co.url
116 B
How you can help GetFreeCourses.Co.txt
182 B