PyTorch and Monai for AI Healthcare Imaging - Python Machine Learning Course

Learn how to use PyTorch, Monai, and Python for computer vision using machine learning. One practical use-case for artificial intelligence is healthcare imaging. In this course, you will improve your machine learning skills by creating an algorithm for automatic liver segmentation. ✏️ Course from Mohammed El Amine MOKHTARI. Check out his YouTube channel: https://www.youtube.com/c/pycad 💻 Code: https://github.com/amine0110/Liver-Segmentation-Using-Monai-and-PyTorch ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ⭐️ Course Contents ⭐️ (0:00:00) Introduction (0:02:11) What is U-Net (0:13:21) Software Installation (0:22:35) Finding the Datasets (0:35:11) Preparing the Data (2:49:08) Installing the Packages (3:03:56) Preprocessing (3:50:14) Errors you May Face (4:12:06) Dice Loss (4:21:44) Weighted Cross Entropy (4:33:09) The Training Part (4:50:04) The Testing Part (5:01:50) Using the GitHub Repository 🎉 Thanks to our Champion and Sponsor supporters: 👾 Raymond Odero 👾 Agustín Kussrow 👾 aldo ferretti 👾 Otis Morgan 👾 DeezMaster -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news