Deep Learning Fundamentals for Healthcare
Torrent Info
| Category | Other |
| Added | Thursday 1st May 2025 12:21:08 AM (1 year ago) |
| Size | 289.9 MB |
| Peers | 4 Peers (4 Seeders and 0 leechers) update |
| Downloaded | 0 times |
| Uploader | freecoursewb Thank You (0) Report Torrent 00/0 |
| Comments | None |
| Uploader Comments | None |
| Tags | English |
| Seeders | 4 |
| Leechers | 0 |
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| Filename | Size |
|---|---|
| Get Bonus Downloads Here.url | 183 bytes |
| ~Get Your Files Here !/01 - Introduction/01 - Getting started with deep learning for healthcare.mp4 | 3.0 MB |
| ~Get Your Files Here !/01 - Introduction/01 - Getting started with deep learning for healthcare.srt | 1.3 KB |
| ~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 | 2.0 MB |
| ~Get Your Files Here !/01 - Introduction/02 - What you should know.srt | 1.6 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/01 - What is deep learning.mp4 | 7.7 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/01 - What is deep learning.srt | 5.2 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/02 - Why deep learning excels in healthcare.mp4 | 6.3 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/02 - Why deep learning excels in healthcare.srt | 3.7 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/03 - How deep learning works Anatomy of neural networks.mp4 | 7.8 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/03 - How deep learning works Anatomy of neural networks.srt | 6.4 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/04 - Deep learning architectures.mp4 | 9.6 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/04 - Deep learning architectures.srt | 8.5 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/05 - Deep learning algorithms.mp4 | 14.2 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/05 - Deep learning algorithms.srt | 15.6 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/06 - Key concepts in training deep learning models.mp4 | 5.8 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/06 - Key concepts in training deep learning models.srt | 6.1 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/07 - Deep learning frameworks and libraries.mp4 | 5.9 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/07 - Deep learning frameworks and libraries.srt | 6.3 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/08 - Building and implementing neural networks TensorFlow.mp4 | 17.0 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/08 - Building and implementing neural networks TensorFlow.srt | 11.3 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/09 - Building and implementing neural networks PyTorch.mp4 | 14.7 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/09 - Building and implementing neural networks PyTorch.srt | 8.8 KB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/10 - Limitations and ethical considerations.mp4 | 8.6 MB |
| ~Get Your Files Here !/02 - 1. Introduction to Deep Learning for Healthcare/10 - Limitations and ethical considerations.srt | 9.4 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/01 - Introduction to computer vision in healthcare.mp4 | 7.9 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/01 - Introduction to computer vision in healthcare.srt | 7.6 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/02 - Understanding image data in healthcare.mp4 | 8.9 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/02 - Understanding image data in healthcare.srt | 7.3 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/03 - Anatomy of medical images Exploring digital properties and structure.mp4 | 18.7 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/03 - Anatomy of medical images Exploring digital properties and structure.srt | 11.9 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/04 - Preparing X-ray image datasets for computer vision tasks.mp4 | 34.4 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/04 - Preparing X-ray image datasets for computer vision tasks.srt | 16.4 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/05 - Task overview Classifying normal vs. pneumonia X-rays.mp4 | 9.2 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/05 - Task overview Classifying normal vs. pneumonia X-rays.srt | 7.6 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/06 - Classifying normal vs. pneumonia X-rays using convolutional neural networks (CNNs).mp4 | 35.7 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/06 - Classifying normal vs. pneumonia X-rays using convolutional neural networks (CNNs).srt | 18.4 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/07 - Classifying normal vs. pneumonia X-rays using a pretrained architecture.mp4 | 23.5 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/07 - Classifying normal vs. pneumonia X-rays using a pretrained architecture.srt | 13.1 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/08 - Classifying normal vs. pneumonia X-rays using zero-shot learning.mp4 | 19.2 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/08 - Classifying normal vs. pneumonia X-rays using zero-shot learning.srt | 9.5 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/09 - Task overview Object detection in medical imaging.mp4 | 3.6 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/09 - Task overview Object detection in medical imaging.srt | 3.5 KB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/10 - Zero-shot object detection in X-rays using CLIP-based models.mp4 | 23.0 MB |
| ~Get Your Files Here !/03 - 2. Computer Vision for Healthcare/10 - Zero-shot object detection in X-rays using CLIP-based models.srt | 10.8 KB |
| ~Get Your Files Here !/04 - Conclusion/01 - Next steps.mp4 | 3.2 MB |
| ~Get Your Files Here !/04 - Conclusion/01 - Next steps.srt | 1.5 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 bytes |
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