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GetFreeCourses.Co-Udemy-Deep Learning with PyTorch for Medical Image Analysis

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File Name
Size
1. Introduction/1. COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.mp4
34 MB
1. Introduction/1.1 Complete Course Material.html
143 B
1. Introduction/2. Installation and Environment Setup.mp4
99 MB
1. Introduction/2.1 Environment file.html
143 B
1. Introduction/3. Course Curriculum.mp4
7.1 MB
10. Atrium-Segmentation/1. 01-Introduction.mp4
48 MB
10. Atrium-Segmentation/2. Preprocessing-01-Visualization.mp4
47 MB
10. Atrium-Segmentation/3. Preprocessing-02-Processing.mp4
44 MB
10. Atrium-Segmentation/4. Dataset-01-Dataset-Creation.mp4
40 MB
10. Atrium-Segmentation/5. Dataset-02-Dataset-Validation.mp4
24 MB
10. Atrium-Segmentation/6. UNet.mp4
64 MB
10. Atrium-Segmentation/7. Train-01-Data-Loading-and-Loss.mp4
30 MB
10. Atrium-Segmentation/8. Train-02-Model-Creation.mp4
51 MB
10. Atrium-Segmentation/9. Train-03-Evaluation.mp4
63 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 MB
11. Capstone-Project Lung Tumor Segmentation/2. Overview.mp4
6.8 MB
11. Capstone-Project Lung Tumor Segmentation/3. Oversampling.mp4
27 MB
11. Capstone-Project Lung Tumor Segmentation/4. Discussion.mp4
27 MB
12. 3D Liver and Liver Tumor Segmentation/1. Introduction.mp4
27 MB
12. 3D Liver and Liver Tumor Segmentation/2. Data-Visualization.mp4
32 MB
12. 3D Liver and Liver Tumor Segmentation/3. Model.mp4
26 MB
12. 3D Liver and Liver Tumor Segmentation/4. Train-01-TorchIO-Dataset.mp4
60 MB
12. 3D Liver and Liver Tumor Segmentation/5. Train-02-Model-Creation.mp4
36 MB
12. 3D Liver and Liver Tumor Segmentation/6. Train-03-Evaluation.mp4
43 MB
2. Crash Course NumPy/1. Introduction to NumPy.mp4
11 MB
2. Crash Course NumPy/2. NumPy Arrays.mp4
51 MB
2. Crash Course NumPy/3. NumPy Arrays Part Two.mp4
47 MB
2. Crash Course NumPy/4. NumPy Index Selection.mp4
46 MB
2. Crash Course NumPy/5. NumPy Operations.mp4
33 MB
2. Crash Course NumPy/6. NumPy Exercises.mp4
12 MB
2. Crash Course NumPy/7. NumPy Exercise - Solutions.mp4
49 MB
3. Machine Learning Concepts Overview/1. What is Machine Learning.mp4
20 MB
3. Machine Learning Concepts Overview/2. Supervised Learning.mp4
40 MB
3. Machine Learning Concepts Overview/3. Overfitting.mp4
26 MB
3. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4
82 MB
3. Machine Learning Concepts Overview/5. Evaluating Performance - Regression Error Metrics.mp4
24 MB
4. PyTorch Basics/1. PyTorch Basics Introduction.mp4
14 MB
4. PyTorch Basics/2. Tensor Basics.mp4
35 MB
4. PyTorch Basics/3. Tensor Basics-Part Two.mp4
67 MB
4. PyTorch Basics/4. Tensor Operations.mp4
59 MB
4. PyTorch Basics/5. Tensor Operations-Part Two.mp4
28 MB
4. PyTorch Basics/6. PyTorch Basics - Exercise.mp4
15 MB
4. PyTorch Basics/7. PyTorch Basics - Exercise Solutions.mp4
30 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
4.6 MB
5. CNN - Convolutional Neural Networks/10. MNIST Data Revisited.mp4
9.2 MB
5. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4
102 MB
5. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4
88 MB
5. CNN - Convolutional Neural Networks/13. MNIST with CNN - Code Along - Part Three.mp4
47 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 MB
5. CNN - Convolutional Neural Networks/2. Understanding the MNIST data set.mp4
14 MB
5. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4
98 MB
5. CNN - Convolutional Neural Networks/4. ANN with MNIST - Part Two - Creating the Network.mp4
52 MB
5. CNN - Convolutional Neural Networks/5. ANN with MNIST - Part Three - Training.mp4
78 MB
5. CNN - Convolutional Neural Networks/6. ANN with MNIST - Part Four - Evaluation.mp4
50 MB
5. CNN - Convolutional Neural Networks/7. Image Filters and Kernels.mp4
72 MB
5. CNN - Convolutional Neural Networks/8. Convolutional Layers.mp4
58 MB
5. CNN - Convolutional Neural Networks/9. Pooling Layers.mp4
28 MB
6. Medical Imaging - A short Introduction/1. Introduction.mp4
24 MB
6. Medical Imaging - A short Introduction/2. X-RAY.mp4
16 MB
6. Medical Imaging - A short Introduction/3. CT.mp4
27 MB
6. Medical Imaging - A short Introduction/4. MRI.mp4
18 MB
6. Medical Imaging - A short Introduction/5. PET.mp4
14 MB
7. Data Formats in Medical Imaging/1. Introduction.mp4
4.6 MB
7. Data Formats in Medical Imaging/2. DICOM.mp4
20 MB
7. Data Formats in Medical Imaging/3. DICOM-in-Python.mp4
89 MB
7. Data Formats in Medical Imaging/4. NIfTI.mp4
10 MB
7. Data Formats in Medical Imaging/5. NIfTI-in-Python.mp4
41 MB
7. Data Formats in Medical Imaging/6. Preprocessing.mp4
65 MB
7. Data Formats in Medical Imaging/7. Preprocessing-in-Python-Part-1.mp4
60 MB
7. Data Formats in Medical Imaging/8. Preprocessing-in-Python-Part-2.mp4
60 MB
8. Pneumonia-Classification/1. Introduction.mp4
55 MB
8. Pneumonia-Classification/2. Preprocessing.mp4
86 MB
8. Pneumonia-Classification/3. Train-01-Data-Loading.mp4
70 MB
8. Pneumonia-Classification/4. Train-02-Model-Creation.mp4
83 MB
8. Pneumonia-Classification/5. Train-03-Trainer.mp4
21 MB
8. Pneumonia-Classification/6. Train-04-Evaluation.mp4
60 MB
8. Pneumonia-Classification/7. Interpretability.mp4
122 MB
9. Cardiac-Detection/1. 01-Introduction.mp4
27 MB
9. Cardiac-Detection/2. 02-Preprocessing.mp4
67 MB
9. Cardiac-Detection/3. 03-Dataset-Part-1.mp4
57 MB
9. Cardiac-Detection/4. 04-Dataset-Part-2.mp4
32 MB
9. Cardiac-Detection/5. Train-01-Data-Loading.mp4
22 MB
9. Cardiac-Detection/6. Train-02-Model-Creation.mp4
96 MB
9. Cardiac-Detection/7. Train-03-Evaluation.mp4
43 MB
Download Paid Udemy Courses For Free.url
116 B
GetFreeCourses.Co.url
116 B
How you can help GetFreeCourses.Co.txt
182 B